DataFrame
NO COMPARISON TARGET
352
ROWS
0
DUPLICATES
184.5 kb
RAM
56
FEATURES
19
CATEGORICAL
36
NUMERICAL
0
TEXT
2.0.6
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
ICU
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
1
PATIENT_VISIT_IDENTIFIER
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
352
(100%)
MAX
384
95%
364
Q3
289
AVG
193
MEDIAN
192
Q1
98
5%
20
MIN
0
RANGE
384
IQR
192
STD
111
VAR
12,269
KURT.
-1.19
SKEW
-0.010
SUM
67,872
2
AGE_ABOVE65
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
3
AGE_PERCENTIL
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
10
(3%)
4
GENDER
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
5
DISEASE GROUPING 1
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
6
DISEASE GROUPING 2
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
7
DISEASE GROUPING 3
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
8
DISEASE GROUPING 4
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
9
DISEASE GROUPING 5
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
10
DISEASE GROUPING 6
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
11
HTN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
12
IMMUNOCOMPROMISED
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
13
OTHER
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
2
(1%)
14
ALBUMIN_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
20
(6%)
MAX
1.00
95%
0.61
Q3
0.61
MEDIAN
0.61
AVG
0.58
Q1
0.61
5%
0.32
MIN
-0.58
RANGE
1.58
IQR
0.00
STD
0.135
VAR
0.018
KURT.
28.8
SKEW
-4.79
SUM
203
15
BE_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
4
(1%)
16
BE_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
33
(9%)
MAX
-0.141
95%
-0.728
Q3
-1.000
AVG
-0.959
MEDIAN
-1.000
Q1
-1.000
5%
-1.000
MIN
-1.000
RANGE
0.859
IQR
0.00
STD
0.114
VAR
0.013
KURT.
20.0
SKEW
4.08
SUM
-338
17
BIC_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
6
(2%)
18
BIC_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
15
(4%)
MAX
0.12
95%
-0.17
Q3
-0.32
MEDIAN
-0.32
AVG
-0.32
Q1
-0.32
5%
-0.46
MIN
-1.00
RANGE
1.12
IQR
0.00
STD
0.089
VAR
0.008
KURT.
14.7
SKEW
-1.36
SUM
-113
19
BILLIRUBIN_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
69
(20%)
MAX
-0.294
95%
-0.924
Q3
-0.939
MEDIAN
-0.939
AVG
-0.946
Q1
-0.964
5%
-0.986
MIN
-0.995
RANGE
0.701
IQR
0.025
STD
0.044
VAR
0.002
KURT.
136
SKEW
9.70
SUM
-333
20
BLAST_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
3
(1%)
21
CALCIUM_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
30
(9%)
MAX
0.694
95%
0.367
Q3
0.357
MEDIAN
0.357
AVG
0.326
Q1
0.347
5%
0.143
MIN
-0.041
RANGE
0.735
IQR
0.010
STD
0.084
VAR
0.007
KURT.
4.92
SKEW
-1.65
SUM
115
22
CREATININ_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
112
(32%)
MAX
0.49
95%
-0.80
Q3
-0.88
AVG
-0.89
MEDIAN
-0.91
Q1
-0.93
5%
-0.95
MIN
-0.97
RANGE
1.47
IQR
0.047
STD
0.096
VAR
0.009
KURT.
128
SKEW
9.78
SUM
-314
23
FFA_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
64
(18%)
MAX
1.00
95%
-0.66
Q3
-0.74
AVG
-0.73
MEDIAN
-0.74
Q1
-0.74
5%
-0.85
MIN
-0.93
RANGE
1.93
IQR
0.00
STD
0.165
VAR
0.027
KURT.
60.2
SKEW
7.14
SUM
-257
24
GGT_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
83
(24%)
MAX
1.00
95%
-0.85
Q3
-0.96
AVG
-0.94
MEDIAN
-0.96
Q1
-0.96
5%
-0.99
MIN
-1.00
RANGE
2.00
IQR
0.00
STD
0.131
VAR
0.017
KURT.
140
SKEW
10.6
SUM
-330
25
GLUCOSE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
65
(18%)
MAX
0.45
95%
-0.68
Q3
-0.85
AVG
-0.85
MEDIAN
-0.89
Q1
-0.89
5%
-0.89
MIN
-1.00
RANGE
1.45
IQR
0.037
STD
0.117
VAR
0.014
KURT.
51.3
SKEW
5.98
SUM
-299
26
HEMATOCRITE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
164
(47%)
MAX
0.81
95%
0.21
Q3
0.04
MEDIAN
-0.09
AVG
-0.11
Q1
-0.23
5%
-0.47
MIN
-1.00
RANGE
1.81
IQR
0.265
STD
0.219
VAR
0.048
KURT.
2.05
SKEW
-0.441
SUM
-38.1
27
HEMOGLOBIN_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
87
(25%)
MAX
0.80
95%
0.16
Q3
0.01
MEDIAN
-0.13
AVG
-0.14
Q1
-0.27
5%
-0.54
MIN
-1.00
RANGE
1.80
IQR
0.280
STD
0.230
VAR
0.053
KURT.
1.77
SKEW
-0.491
SUM
-50.1
28
INR_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
18
(5%)
MAX
-0.355
95%
-0.882
Q3
-0.932
AVG
-0.941
MEDIAN
-0.960
Q1
-0.960
5%
-0.960
MIN
-1.000
RANGE
0.645
IQR
0.028
STD
0.052
VAR
0.003
KURT.
54.7
SKEW
6.19
SUM
-331
29
LACTATE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
35
(10%)
MAX
1.00
95%
1.00
Q3
1.00
MEDIAN
1.00
AVG
0.55
Q1
1.00
5%
-0.91
MIN
-0.98
RANGE
1.98
IQR
0.00
STD
0.801
VAR
0.642
KURT.
-0.550
SKEW
-1.20
SUM
192
30
LEUKOCYTES_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
275
(78%)
MAX
-0.020
95%
-0.560
Q3
-0.735
AVG
-0.773
MEDIAN
-0.800
Q1
-0.846
5%
-0.900
MIN
-1.000
RANGE
0.980
IQR
0.111
STD
0.122
VAR
0.015
KURT.
7.82
SKEW
2.20
SUM
-272
31
LINFOCITOS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
163
(46%)
MAX
0.08
95%
-0.51
Q3
-0.70
AVG
-0.76
MEDIAN
-0.80
Q1
-0.85
5%
-0.92
MIN
-1.00
RANGE
1.08
IQR
0.154
STD
0.140
VAR
0.020
KURT.
4.99
SKEW
1.75
SUM
-268
32
NEUTROPHILES_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
263
(75%)
MAX
-0.070
95%
-0.636
Q3
-0.798
AVG
-0.831
MEDIAN
-0.861
Q1
-0.904
5%
-0.944
MIN
-1.000
RANGE
0.930
IQR
0.106
STD
0.117
VAR
0.014
KURT.
10.2
SKEW
2.61
SUM
-293
33
P02_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
8
(2%)
34
P02_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
49
(14%)
MAX
0.37
95%
-0.51
Q3
-0.70
AVG
-0.70
MEDIAN
-0.70
Q1
-0.70
5%
-0.90
MIN
-1.00
RANGE
1.37
IQR
0.00
STD
0.127
VAR
0.016
KURT.
21.4
SKEW
3.06
SUM
-246
35
PC02_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
5
(1%)
36
PC02_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
28
(8%)
MAX
-0.546
95%
-0.693
Q3
-0.755
MEDIAN
-0.755
AVG
-0.766
Q1
-0.755
5%
-0.877
MIN
-1.000
RANGE
0.454
IQR
0.00
STD
0.053
VAR
0.003
KURT.
4.83
SKEW
-0.957
SUM
-270
37
PCR_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
285
(81%)
MAX
0.54
95%
-0.36
Q3
-0.74
AVG
-0.81
MEDIAN
-0.88
Q1
-0.98
5%
-1.00
MIN
-1.00
RANGE
1.54
IQR
0.231
STD
0.228
VAR
0.052
KURT.
6.63
SKEW
2.22
SUM
-285
38
PH_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
7
(2%)
39
PH_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
25
(7%)
MAX
1.00
95%
0.58
Q3
0.36
AVG
0.38
MEDIAN
0.36
Q1
0.36
5%
0.29
MIN
-0.09
RANGE
1.09
IQR
0.00
STD
0.096
VAR
0.009
KURT.
10.3
SKEW
1.42
SUM
135
40
PLATELETS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
185
(53%)
MAX
0.26
95%
-0.23
Q3
-0.44
AVG
-0.54
MEDIAN
-0.56
Q1
-0.65
5%
-0.78
MIN
-1.00
RANGE
1.26
IQR
0.214
STD
0.181
VAR
0.033
KURT.
1.90
SKEW
0.898
SUM
-189
41
POTASSIUM_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
27
(8%)
MAX
0.22
95%
-0.33
Q3
-0.48
MEDIAN
-0.56
AVG
-0.57
Q1
-0.67
5%
-0.81
MIN
-1.00
RANGE
1.22
IQR
0.185
STD
0.173
VAR
0.030
KURT.
2.31
SKEW
0.656
SUM
-199
42
SAT02_ARTERIAL_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
6
(2%)
43
SAT02_VENOUS_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
62
(18%)
MAX
1.00
95%
0.73
Q3
0.35
MEDIAN
0.35
AVG
0.28
Q1
0.35
5%
-0.51
MIN
-1.00
RANGE
2.00
IQR
0.00
STD
0.333
VAR
0.111
KURT.
3.64
SKEW
-1.69
SUM
100
44
SODIUM_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
23
(7%)
MAX
1.00
95%
0.14
Q3
0.03
MEDIAN
-0.09
AVG
-0.11
Q1
-0.20
5%
-0.51
MIN
-0.83
RANGE
1.83
IQR
0.229
STD
0.211
VAR
0.045
KURT.
2.34
SKEW
-0.364
SUM
-37.4
45
TGO_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
67
(19%)
MAX
-0.694
95%
-0.989
Q3
-0.995
AVG
-0.994
MEDIAN
-0.995
Q1
-0.997
5%
-0.998
MIN
-1.000
RANGE
0.306
IQR
0.002
STD
0.018
VAR
3.07e-4
KURT.
246
SKEW
14.8
SUM
-350
46
TGP_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
80
(23%)
MAX
-0.795
95%
-0.968
Q3
-0.987
AVG
-0.987
MEDIAN
-0.989
Q1
-0.995
5%
-0.998
MIN
-1.000
RANGE
0.205
IQR
0.008
STD
0.015
VAR
2.26e-4
KURT.
80.1
SKEW
7.23
SUM
-348
47
TTPA_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
50
(14%)
MAX
-0.439
95%
-0.734
Q3
-0.847
AVG
-0.836
MEDIAN
-0.847
Q1
-0.847
5%
-0.896
MIN
-0.962
RANGE
0.523
IQR
0.00
STD
0.049
VAR
0.002
KURT.
14.8
SKEW
2.73
SUM
-294
48
UREA_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
69
(20%)
MAX
-0.412
95%
-0.707
Q3
-0.827
AVG
-0.850
MEDIAN
-0.875
Q1
-0.899
5%
-0.937
MIN
-0.971
RANGE
0.559
IQR
0.072
STD
0.080
VAR
0.006
KURT.
5.45
SKEW
1.94
SUM
-299
49
DIMER_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
197
(56%)
MAX
1.00
95%
-0.87
Q3
-0.97
AVG
-0.96
MEDIAN
-0.98
Q1
-0.98
5%
-1.00
MIN
-1.00
RANGE
2.00
IQR
0.016
STD
0.142
VAR
0.020
KURT.
136
SKEW
11.1
SUM
-336
50
BLOODPRESSURE_DIASTOLIC_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
91
(26%)
MAX
1.00
95%
0.39
Q3
0.09
MEDIAN
-0.04
AVG
-0.04
Q1
-0.19
5%
-0.43
MIN
-0.65
RANGE
1.65
IQR
0.272
STD
0.265
VAR
0.070
KURT.
0.469
SKEW
0.281
SUM
-13.3
51
BLOODPRESSURE_SISTOLIC_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
119
(34%)
MAX
1.00
95%
0.17
Q3
-0.15
AVG
-0.31
MEDIAN
-0.37
Q1
-0.54
5%
-0.69
MIN
-0.94
RANGE
1.94
IQR
0.385
STD
0.293
VAR
0.086
KURT.
1.82
SKEW
0.893
SUM
-110
52
HEART_RATE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
115
(33%)
MAX
0.91
95%
0.30
Q3
-0.09
AVG
-0.24
MEDIAN
-0.28
Q1
-0.43
5%
-0.62
MIN
-0.83
RANGE
1.74
IQR
0.340
STD
0.278
VAR
0.077
KURT.
1.16
SKEW
0.820
SUM
-85.0
53
RESPIRATORY_RATE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
53
(15%)
MAX
0.83
95%
-0.05
Q3
-0.39
AVG
-0.47
MEDIAN
-0.53
Q1
-0.59
5%
-0.72
MIN
-0.95
RANGE
1.79
IQR
0.203
STD
0.222
VAR
0.049
KURT.
8.62
SKEW
2.22
SUM
-164
54
TEMPERATURE_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
85
(24%)
MAX
0.96
95%
0.61
Q3
0.25
AVG
0.11
MEDIAN
0.07
Q1
-0.11
5%
-0.25
MIN
-0.57
RANGE
1.54
IQR
0.357
STD
0.269
VAR
0.073
KURT.
0.168
SKEW
0.540
SUM
38.4
55
OXYGEN_SATURATION_MEAN
VALUES:
352
(100%)
MISSING:
---
DISTINCT:
52
(15%)
MAX
1.00
95%
0.94
Q3
0.84
MEDIAN
0.79
AVG
0.75
Q1
0.68
5%
0.54
MIN
-1.00
RANGE
2.00
IQR
0.158
STD
0.157
VAR
0.025
KURT.
46.0
SKEW
-4.68
SUM
265
ICU
MISSING:
---
TOP CATEGORIES
ICU
0
189
54%
1
163
46%
ALL
352
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ICU
PROVIDES INFORMATION ON...
PC02_ARTERIAL_MEAN
0.13
PH_ARTERIAL_MEAN
0.12
P02_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.11
SAT02_ARTERIAL_MEAN
0.11
BE_ARTERIAL_MEAN
0.11
BLAST_MEAN
0.11
DISEASE GROUPING 4
0.07
AGE_ABOVE65
0.06
DISEASE GROUPING 2
0.04
HTN
0.03
AGE_PERCENTIL
0.03
DISEASE GROUPING 3
0.02
DISEASE GROUPING 5
0.02

THESE FEATURES
GIVE INFORMATION
ON ICU:
AGE_PERCENTIL
0.10
AGE_ABOVE65
0.06
HTN
0.02
P02_ARTERIAL_MEAN
0.02
PC02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
DISEASE GROUPING 3
0.01
DISEASE GROUPING 5
0.01
GENDER
0.01
DISEASE GROUPING 4
0.01
BE_ARTERIAL_MEAN
0.01
BLAST_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
CORRELATION RATIO WITH...
PCR_MEAN
0.30
UREA_MEAN
0.24
CALCIUM_MEAN
0.23
SODIUM_MEAN
0.23
RESPIRATORY_RATE_MEAN
0.21
LACTATE_MEAN
0.21
BLOODPRESSURE_DIASTOLIC_MEAN
0.20
LINFOCITOS_MEAN
0.17
NEUTROPHILES_MEAN
0.17
GLUCOSE_MEAN
0.16
INR_MEAN
0.16
CREATININ_MEAN
0.16
POTASSIUM_MEAN
0.16
PC02_VENOUS_MEAN
0.16
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
ICU
MISSING:
---
TOP CATEGORIES
ICU
0
189
54%
1
163
46%
ALL
352
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ICU
PROVIDES INFORMATION ON...
PC02_ARTERIAL_MEAN
0.13
PH_ARTERIAL_MEAN
0.12
P02_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.11
SAT02_ARTERIAL_MEAN
0.11
BE_ARTERIAL_MEAN
0.11
BLAST_MEAN
0.11
DISEASE GROUPING 4
0.07
AGE_ABOVE65
0.06
DISEASE GROUPING 2
0.04
HTN
0.03
AGE_PERCENTIL
0.03
DISEASE GROUPING 3
0.02
DISEASE GROUPING 5
0.02

THESE FEATURES
GIVE INFORMATION
ON ICU:
AGE_PERCENTIL
0.10
AGE_ABOVE65
0.06
HTN
0.02
P02_ARTERIAL_MEAN
0.02
PC02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
DISEASE GROUPING 3
0.01
DISEASE GROUPING 5
0.01
GENDER
0.01
DISEASE GROUPING 4
0.01
BE_ARTERIAL_MEAN
0.01
BLAST_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
CORRELATION RATIO WITH...
PCR_MEAN
0.30
UREA_MEAN
0.24
CALCIUM_MEAN
0.23
SODIUM_MEAN
0.23
RESPIRATORY_RATE_MEAN
0.21
LACTATE_MEAN
0.21
BLOODPRESSURE_DIASTOLIC_MEAN
0.20
LINFOCITOS_MEAN
0.17
NEUTROPHILES_MEAN
0.17
GLUCOSE_MEAN
0.16
INR_MEAN
0.16
CREATININ_MEAN
0.16
POTASSIUM_MEAN
0.16
PC02_VENOUS_MEAN
0.16
PATIENT_VISIT_IDENTIFIER
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
POTASSIUM_MEAN
0.10
GGT_MEAN
-0.10
BLOODPRESSURE_DIASTOLIC_MEAN
0.10
PH_VENOUS_MEAN
-0.08
HEART_RATE_MEAN
0.08
BLOODPRESSURE_SISTOLIC_MEAN
0.07
PC02_VENOUS_MEAN
0.07
CALCIUM_MEAN
0.07
P02_VENOUS_MEAN
-0.06
GLUCOSE_MEAN
0.05
PCR_MEAN
-0.05
DIMER_MEAN
-0.05
HEMOGLOBIN_MEAN
-0.04
SAT02_VENOUS_MEAN
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.17
P02_ARTERIAL_MEAN
0.14
PH_ARTERIAL_MEAN
0.14
BIC_ARTERIAL_MEAN
0.12
SAT02_ARTERIAL_MEAN
0.11
PC02_ARTERIAL_MEAN
0.10
BE_ARTERIAL_MEAN
0.10
GENDER
0.07
DISEASE GROUPING 1
0.06
DISEASE GROUPING 3
0.05
ICU
0.04
BLAST_MEAN
0.03
DISEASE GROUPING 4
0.03
HTN
0.02
MOST FREQUENT VALUES
384
1
0.3%
383
1
0.3%
125
1
0.3%
126
1
0.3%
127
1
0.3%
128
1
0.3%
129
1
0.3%
130
1
0.3%
131
1
0.3%
132
1
0.3%
133
1
0.3%
134
1
0.3%
135
1
0.3%
136
1
0.3%
137
1
0.3%
SMALLEST VALUES
0
1
0.3%
2
1
0.3%
3
1
0.3%
4
1
0.3%
5
1
0.3%
6
1
0.3%
7
1
0.3%
8
1
0.3%
9
1
0.3%
10
1
0.3%
11
1
0.3%
12
1
0.3%
13
1
0.3%
14
1
0.3%
15
1
0.3%
LARGEST VALUES
384
1
0.3%
383
1
0.3%
382
1
0.3%
381
1
0.3%
380
1
0.3%
378
1
0.3%
377
1
0.3%
376
1
0.3%
375
1
0.3%
374
1
0.3%
373
1
0.3%
372
1
0.3%
371
1
0.3%
370
1
0.3%
369
1
0.3%
AGE_ABOVE65
MISSING:
---
TOP CATEGORIES
ICU
0
191
54%
63
33%
1
161
46%
100
62%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
AGE_ABOVE65
PROVIDES INFORMATION ON...
AGE_PERCENTIL
0.29
DISEASE GROUPING 5
0.14
DISEASE GROUPING 1
0.13
PC02_ARTERIAL_MEAN
0.12
HTN
0.12
SAT02_ARTERIAL_MEAN
0.12
PH_ARTERIAL_MEAN
0.11
BE_ARTERIAL_MEAN
0.11
P02_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.11
BLAST_MEAN
0.10
ICU
0.06
DISEASE GROUPING 3
0.05
IMMUNOCOMPROMISED
0.03

THESE FEATURES
GIVE INFORMATION
ON AGE_ABOVE65:
AGE_PERCENTIL
0.98
HTN
0.08
DISEASE GROUPING 5
0.08
ICU
0.06
DISEASE GROUPING 1
0.06
P02_ARTERIAL_MEAN
0.02
PC02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
IMMUNOCOMPROMISED
0.02
DISEASE GROUPING 3
0.02
SAT02_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
OTHER
0.01
BE_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_ABOVE65
CORRELATION RATIO WITH...
UREA_MEAN
0.35
HEMOGLOBIN_MEAN
0.27
HEMATOCRITE_MEAN
0.26
HEART_RATE_MEAN
0.22
BLOODPRESSURE_SISTOLIC_MEAN
0.22
POTASSIUM_MEAN
0.16
PLATELETS_MEAN
0.16
INR_MEAN
0.15
LINFOCITOS_MEAN
0.15
SODIUM_MEAN
0.15
BLOODPRESSURE_DIASTOLIC_MEAN
0.15
CALCIUM_MEAN
0.12
CREATININ_MEAN
0.12
ALBUMIN_MEAN
0.11
AGE_PERCENTIL
MISSING:
---
TOP CATEGORIES
ICU
20th
42
12%
11
26%
30th
39
11%
16
41%
40th
38
11%
13
34%
10th
37
11%
7
19%
80th
36
10%
24
67%
Above 90th
34
10%
26
76%
50th
34
10%
16
47%
70th
34
10%
17
50%
60th
30
9%
13
43%
90th
28
8%
20
71%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
AGE_PERCENTIL
PROVIDES INFORMATION ON...
AGE_ABOVE65
0.98
BE_ARTERIAL_MEAN
0.36
BLAST_MEAN
0.36
SAT02_ARTERIAL_MEAN
0.35
BIC_ARTERIAL_MEAN
0.35
P02_ARTERIAL_MEAN
0.35
PH_ARTERIAL_MEAN
0.33
PC02_ARTERIAL_MEAN
0.28
DISEASE GROUPING 4
0.21
DISEASE GROUPING 1
0.17
DISEASE GROUPING 5
0.17
HTN
0.14
DISEASE GROUPING 3
0.11
ICU
0.10

THESE FEATURES
GIVE INFORMATION
ON AGE_PERCENTIL:
AGE_ABOVE65
0.29
ICU
0.03
HTN
0.03
DISEASE GROUPING 5
0.03
DISEASE GROUPING 1
0.03
P02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
IMMUNOCOMPROMISED
0.02
PC02_ARTERIAL_MEAN
0.01
SAT02_ARTERIAL_MEAN
0.01
BIC_ARTERIAL_MEAN
0.01
DISEASE GROUPING 3
0.01
OTHER
0.01
BE_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
CORRELATION RATIO WITH...
UREA_MEAN
0.40
HEMOGLOBIN_MEAN
0.35
HEMATOCRITE_MEAN
0.34
BLOODPRESSURE_SISTOLIC_MEAN
0.33
RESPIRATORY_RATE_MEAN
0.30
POTASSIUM_MEAN
0.28
LINFOCITOS_MEAN
0.26
HEART_RATE_MEAN
0.26
LACTATE_MEAN
0.26
INR_MEAN
0.25
SODIUM_MEAN
0.24
BLOODPRESSURE_DIASTOLIC_MEAN
0.23
PCR_MEAN
0.23
PLATELETS_MEAN
0.22
GENDER
MISSING:
---
TOP CATEGORIES
ICU
0
218
62%
111
51%
1
134
38%
52
39%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
GENDER
PROVIDES INFORMATION ON...
BIC_ARTERIAL_MEAN
0.10
BE_ARTERIAL_MEAN
0.09
PH_ARTERIAL_MEAN
0.09
P02_ARTERIAL_MEAN
0.09
SAT02_ARTERIAL_MEAN
0.08
BLAST_MEAN
0.07
PC02_ARTERIAL_MEAN
0.06
DISEASE GROUPING 4
0.03
ICU
0.01
DISEASE GROUPING 3
0.01
OTHER
0.00
AGE_PERCENTIL
0.00
DISEASE GROUPING 1
0.00
DISEASE GROUPING 6
0.00

THESE FEATURES
GIVE INFORMATION
ON GENDER:
P02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.01
SAT02_ARTERIAL_MEAN
0.01
ICU
0.01
PC02_ARTERIAL_MEAN
0.01
AGE_PERCENTIL
0.01
BE_ARTERIAL_MEAN
0.01
DISEASE GROUPING 4
0.00
BLAST_MEAN
0.00
DISEASE GROUPING 3
0.00
OTHER
0.00
DISEASE GROUPING 1
0.00
AGE_ABOVE65
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
CORRELATION RATIO WITH...
HEMOGLOBIN_MEAN
0.27
HEMATOCRITE_MEAN
0.25
UREA_MEAN
0.25
CREATININ_MEAN
0.21
PCR_MEAN
0.17
TGP_MEAN
0.15
POTASSIUM_MEAN
0.14
TEMPERATURE_MEAN
0.14
OXYGEN_SATURATION_MEAN
0.12
RESPIRATORY_RATE_MEAN
0.11
INR_MEAN
0.10
ALBUMIN_MEAN
0.09
BLOODPRESSURE_DIASTOLIC_MEAN
0.09
BILLIRUBIN_MEAN
0.08
DISEASE GROUPING 1
MISSING:
---
TOP CATEGORIES
ICU
0.0
315
89%
142
45%
1.0
37
11%
21
57%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 1
PROVIDES INFORMATION ON...
HTN
0.19
DISEASE GROUPING 5
0.11
DISEASE GROUPING 2
0.11
DISEASE GROUPING 3
0.09
DISEASE GROUPING 6
0.08
AGE_ABOVE65
0.06
OTHER
0.05
IMMUNOCOMPROMISED
0.03
AGE_PERCENTIL
0.03
PC02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
P02_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 1:
HTN
0.27
AGE_PERCENTIL
0.17
AGE_ABOVE65
0.13
DISEASE GROUPING 5
0.12
DISEASE GROUPING 3
0.08
OTHER
0.06
DISEASE GROUPING 6
0.04
IMMUNOCOMPROMISED
0.04
DISEASE GROUPING 2
0.03
ICU
0.01
P02_ARTERIAL_MEAN
0.01
PC02_ARTERIAL_MEAN
0.01
PH_ARTERIAL_MEAN
0.01
BIC_ARTERIAL_MEAN
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 1
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_MEAN
0.11
POTASSIUM_MEAN
0.11
BE_VENOUS_MEAN
0.11
BLOODPRESSURE_DIASTOLIC_MEAN
0.11
HEMOGLOBIN_MEAN
0.10
CALCIUM_MEAN
0.10
UREA_MEAN
0.10
RESPIRATORY_RATE_MEAN
0.09
SODIUM_MEAN
0.08
TGP_MEAN
0.08
PC02_VENOUS_MEAN
0.08
HEMATOCRITE_MEAN
0.08
BIC_VENOUS_MEAN
0.07
GLUCOSE_MEAN
0.07
DISEASE GROUPING 2
MISSING:
---
TOP CATEGORIES
ICU
0.0
344
98%
157
46%
1.0
8
2%
6
75%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 2
PROVIDES INFORMATION ON...
DISEASE GROUPING 1
0.03
DISEASE GROUPING 4
0.03
IMMUNOCOMPROMISED
0.02
DISEASE GROUPING 5
0.01
HTN
0.01
OTHER
0.01
DISEASE GROUPING 3
0.01
ICU
0.01
DISEASE GROUPING 6
0.01
AGE_PERCENTIL
0.00
PC02_ARTERIAL_MEAN
0.00
PH_ARTERIAL_MEAN
0.00
P02_ARTERIAL_MEAN
0.00
BIC_ARTERIAL_MEAN
0.00

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 2:
DISEASE GROUPING 1
0.11
AGE_PERCENTIL
0.09
IMMUNOCOMPROMISED
0.07
HTN
0.05
DISEASE GROUPING 5
0.04
OTHER
0.04
ICU
0.04
DISEASE GROUPING 4
0.03
DISEASE GROUPING 3
0.02
AGE_ABOVE65
0.01
DISEASE GROUPING 6
0.01
P02_ARTERIAL_MEAN
0.00
PC02_ARTERIAL_MEAN
0.00
PH_ARTERIAL_MEAN
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 2
CORRELATION RATIO WITH...
CREATININ_MEAN
0.17
HEMOGLOBIN_MEAN
0.16
UREA_MEAN
0.16
HEMATOCRITE_MEAN
0.15
BLOODPRESSURE_DIASTOLIC_MEAN
0.10
INR_MEAN
0.10
SODIUM_MEAN
0.09
PLATELETS_MEAN
0.07
POTASSIUM_MEAN
0.07
P02_VENOUS_MEAN
0.05
DIMER_MEAN
0.05
BIC_VENOUS_MEAN
0.04
OXYGEN_SATURATION_MEAN
0.03
ALBUMIN_MEAN
0.03
DISEASE GROUPING 3
MISSING:
---
TOP CATEGORIES
ICU
0.0
320
91%
142
44%
1.0
32
9%
21
66%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 3
PROVIDES INFORMATION ON...
DISEASE GROUPING 4
0.24
BLAST_MEAN
0.18
HTN
0.17
DISEASE GROUPING 6
0.13
BIC_ARTERIAL_MEAN
0.08
DISEASE GROUPING 5
0.08
DISEASE GROUPING 1
0.08
PC02_ARTERIAL_MEAN
0.07
PH_ARTERIAL_MEAN
0.06
P02_ARTERIAL_MEAN
0.06
OTHER
0.04
DISEASE GROUPING 2
0.02
AGE_ABOVE65
0.02
AGE_PERCENTIL
0.01

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 3:
HTN
0.28
AGE_PERCENTIL
0.11
DISEASE GROUPING 5
0.10
DISEASE GROUPING 1
0.09
DISEASE GROUPING 4
0.08
DISEASE GROUPING 6
0.07
OTHER
0.06
AGE_ABOVE65
0.05
P02_ARTERIAL_MEAN
0.03
PC02_ARTERIAL_MEAN
0.03
PH_ARTERIAL_MEAN
0.03
BIC_ARTERIAL_MEAN
0.03
ICU
0.02
BLAST_MEAN
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 3
CORRELATION RATIO WITH...
GLUCOSE_MEAN
0.34
POTASSIUM_MEAN
0.15
OXYGEN_SATURATION_MEAN
0.15
BLOODPRESSURE_SISTOLIC_MEAN
0.14
UREA_MEAN
0.10
TEMPERATURE_MEAN
0.10
PH_VENOUS_MEAN
0.09
SODIUM_MEAN
0.09
BE_VENOUS_MEAN
0.08
HEMOGLOBIN_MEAN
0.06
LINFOCITOS_MEAN
0.06
BIC_VENOUS_MEAN
0.06
RESPIRATORY_RATE_MEAN
0.05
HEMATOCRITE_MEAN
0.05
DISEASE GROUPING 4
MISSING:
---
TOP CATEGORIES
ICU
0.0
345
98%
157
46%
1.0
7
2%
6
86%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 4
PROVIDES INFORMATION ON...
DISEASE GROUPING 3
0.08
DISEASE GROUPING 6
0.04
DISEASE GROUPING 2
0.03
DISEASE GROUPING 5
0.01
HTN
0.01
ICU
0.01
IMMUNOCOMPROMISED
0.01
AGE_PERCENTIL
0.01
OTHER
0.01
GENDER
0.00
PC02_ARTERIAL_MEAN
0.00
PH_ARTERIAL_MEAN
0.00
P02_ARTERIAL_MEAN
0.00
BIC_ARTERIAL_MEAN
0.00

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 4:
DISEASE GROUPING 3
0.24
AGE_PERCENTIL
0.21
HTN
0.07
DISEASE GROUPING 6
0.07
ICU
0.07
DISEASE GROUPING 5
0.06
IMMUNOCOMPROMISED
0.04
OTHER
0.04
DISEASE GROUPING 2
0.03
GENDER
0.03
AGE_ABOVE65
0.01
P02_ARTERIAL_MEAN
0.00
PC02_ARTERIAL_MEAN
0.00
PH_ARTERIAL_MEAN
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 4
CORRELATION RATIO WITH...
UREA_MEAN
0.20
GLUCOSE_MEAN
0.16
INR_MEAN
0.13
LINFOCITOS_MEAN
0.09
BIC_VENOUS_MEAN
0.07
CREATININ_MEAN
0.07
TTPA_MEAN
0.06
FFA_MEAN
0.05
TEMPERATURE_MEAN
0.05
BE_VENOUS_MEAN
0.05
ALBUMIN_MEAN
0.05
CALCIUM_MEAN
0.04
HEART_RATE_MEAN
0.03
BLOODPRESSURE_SISTOLIC_MEAN
0.03
DISEASE GROUPING 5
MISSING:
---
TOP CATEGORIES
ICU
0.0
307
87%
135
44%
1.0
45
13%
28
62%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 5
PROVIDES INFORMATION ON...
HTN
0.17
DISEASE GROUPING 1
0.12
DISEASE GROUPING 3
0.10
AGE_ABOVE65
0.08
DISEASE GROUPING 4
0.06
DISEASE GROUPING 2
0.04
DISEASE GROUPING 6
0.04
OTHER
0.03
AGE_PERCENTIL
0.03
PC02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
P02_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 5:
HTN
0.22
AGE_PERCENTIL
0.17
AGE_ABOVE65
0.14
DISEASE GROUPING 1
0.11
DISEASE GROUPING 3
0.08
OTHER
0.04
ICU
0.02
DISEASE GROUPING 6
0.02
DISEASE GROUPING 4
0.01
IMMUNOCOMPROMISED
0.01
DISEASE GROUPING 2
0.01
P02_ARTERIAL_MEAN
0.01
PC02_ARTERIAL_MEAN
0.01
PH_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 5
CORRELATION RATIO WITH...
INR_MEAN
0.32
BE_VENOUS_MEAN
0.18
BLOODPRESSURE_SISTOLIC_MEAN
0.17
POTASSIUM_MEAN
0.16
UREA_MEAN
0.15
RESPIRATORY_RATE_MEAN
0.12
SAT02_VENOUS_MEAN
0.12
HEMOGLOBIN_MEAN
0.11
DIMER_MEAN
0.11
BIC_VENOUS_MEAN
0.11
PC02_VENOUS_MEAN
0.10
LINFOCITOS_MEAN
0.09
HEMATOCRITE_MEAN
0.08
ALBUMIN_MEAN
0.08
DISEASE GROUPING 6
MISSING:
---
TOP CATEGORIES
ICU
0.0
337
96%
157
47%
1.0
15
4%
6
40%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DISEASE GROUPING 6
PROVIDES INFORMATION ON...
DISEASE GROUPING 3
0.07
DISEASE GROUPING 4
0.07
DISEASE GROUPING 1
0.04
HTN
0.04
OTHER
0.02
DISEASE GROUPING 5
0.02
DISEASE GROUPING 2
0.01
PC02_ARTERIAL_MEAN
0.01
PH_ARTERIAL_MEAN
0.01
P02_ARTERIAL_MEAN
0.01
BIC_ARTERIAL_MEAN
0.01
SAT02_ARTERIAL_MEAN
0.01
BE_ARTERIAL_MEAN
0.01
BLAST_MEAN
0.01

THESE FEATURES
GIVE INFORMATION
ON DISEASE GROUPING 6:
DISEASE GROUPING 3
0.13
HTN
0.10
DISEASE GROUPING 1
0.08
OTHER
0.05
AGE_PERCENTIL
0.04
DISEASE GROUPING 4
0.04
DISEASE GROUPING 5
0.04
DISEASE GROUPING 2
0.01
P02_ARTERIAL_MEAN
0.00
PC02_ARTERIAL_MEAN
0.00
PH_ARTERIAL_MEAN
0.00
BIC_ARTERIAL_MEAN
0.00
SAT02_ARTERIAL_MEAN
0.00
BE_ARTERIAL_MEAN
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 6
CORRELATION RATIO WITH...
LINFOCITOS_MEAN
0.10
HEMATOCRITE_MEAN
0.10
PH_VENOUS_MEAN
0.09
HEMOGLOBIN_MEAN
0.09
INR_MEAN
0.06
BE_VENOUS_MEAN
0.06
LACTATE_MEAN
0.05
P02_VENOUS_MEAN
0.05
SODIUM_MEAN
0.05
TEMPERATURE_MEAN
0.05
TTPA_MEAN
0.05
PLATELETS_MEAN
0.05
POTASSIUM_MEAN
0.05
UREA_MEAN
0.04
HTN
MISSING:
---
TOP CATEGORIES
ICU
0.0
284
81%
119
42%
1.0
68
19%
44
65%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
HTN
PROVIDES INFORMATION ON...
DISEASE GROUPING 3
0.28
DISEASE GROUPING 1
0.27
DISEASE GROUPING 5
0.22
BLAST_MEAN
0.14
P02_ARTERIAL_MEAN
0.12
SAT02_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.11
DISEASE GROUPING 6
0.10
BE_ARTERIAL_MEAN
0.10
PH_ARTERIAL_MEAN
0.10
OTHER
0.09
AGE_ABOVE65
0.08
DISEASE GROUPING 4
0.07
PC02_ARTERIAL_MEAN
0.06

THESE FEATURES
GIVE INFORMATION
ON HTN:
DISEASE GROUPING 1
0.19
DISEASE GROUPING 3
0.17
DISEASE GROUPING 5
0.17
AGE_PERCENTIL
0.14
AGE_ABOVE65
0.12
OTHER
0.08
IMMUNOCOMPROMISED
0.04
DISEASE GROUPING 6
0.04
P02_ARTERIAL_MEAN
0.03
ICU
0.03
PH_ARTERIAL_MEAN
0.03
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
PC02_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
HTN
CORRELATION RATIO WITH...
BLOODPRESSURE_SISTOLIC_MEAN
0.20
UREA_MEAN
0.20
POTASSIUM_MEAN
0.19
INR_MEAN
0.17
GLUCOSE_MEAN
0.13
TEMPERATURE_MEAN
0.13
RESPIRATORY_RATE_MEAN
0.12
BE_VENOUS_MEAN
0.09
HEMOGLOBIN_MEAN
0.08
HEART_RATE_MEAN
0.08
DIMER_MEAN
0.08
PC02_VENOUS_MEAN
0.07
FFA_MEAN
0.07
GGT_MEAN
0.07
IMMUNOCOMPROMISED
MISSING:
---
TOP CATEGORIES
ICU
0.0
295
84%
132
45%
1.0
57
16%
31
54%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
IMMUNOCOMPROMISED
PROVIDES INFORMATION ON...
BLAST_MEAN
0.15
BE_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.07
SAT02_ARTERIAL_MEAN
0.07
OTHER
0.07
DISEASE GROUPING 2
0.07
P02_ARTERIAL_MEAN
0.06
DISEASE GROUPING 4
0.04
HTN
0.04
DISEASE GROUPING 1
0.04
PC02_ARTERIAL_MEAN
0.03
PH_ARTERIAL_MEAN
0.03
AGE_ABOVE65
0.02
AGE_PERCENTIL
0.02

THESE FEATURES
GIVE INFORMATION
ON IMMUNOCOMPROMISED:
AGE_PERCENTIL
0.08
OTHER
0.07
HTN
0.05
AGE_ABOVE65
0.03
DISEASE GROUPING 1
0.03
P02_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
DISEASE GROUPING 2
0.02
BE_ARTERIAL_MEAN
0.01
BLAST_MEAN
0.01
DISEASE GROUPING 5
0.01
PC02_ARTERIAL_MEAN
0.01
PH_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
IMMUNOCOMPROMISED
CORRELATION RATIO WITH...
HEMATOCRITE_MEAN
0.30
HEMOGLOBIN_MEAN
0.29
ALBUMIN_MEAN
0.23
FFA_MEAN
0.19
TGO_MEAN
0.14
TGP_MEAN
0.12
GGT_MEAN
0.12
UREA_MEAN
0.12
BILLIRUBIN_MEAN
0.11
INR_MEAN
0.10
BLOODPRESSURE_DIASTOLIC_MEAN
0.10
LEUKOCYTES_MEAN
0.09
SODIUM_MEAN
0.09
NEUTROPHILES_MEAN
0.08
OTHER
MISSING:
---
TOP CATEGORIES
ICU
1.0
293
83%
139
47%
0.0
59
17%
24
41%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
OTHER
PROVIDES INFORMATION ON...
BLAST_MEAN
0.14
BE_ARTERIAL_MEAN
0.10
P02_ARTERIAL_MEAN
0.09
HTN
0.08
IMMUNOCOMPROMISED
0.07
BIC_ARTERIAL_MEAN
0.07
SAT02_ARTERIAL_MEAN
0.07
PH_ARTERIAL_MEAN
0.07
DISEASE GROUPING 1
0.06
PC02_ARTERIAL_MEAN
0.06
DISEASE GROUPING 3
0.06
DISEASE GROUPING 6
0.05
DISEASE GROUPING 5
0.04
DISEASE GROUPING 2
0.04

THESE FEATURES
GIVE INFORMATION
ON OTHER:
HTN
0.09
IMMUNOCOMPROMISED
0.07
AGE_PERCENTIL
0.06
DISEASE GROUPING 1
0.05
DISEASE GROUPING 3
0.04
DISEASE GROUPING 5
0.03
P02_ARTERIAL_MEAN
0.03
AGE_ABOVE65
0.02
PH_ARTERIAL_MEAN
0.02
DISEASE GROUPING 6
0.02
PC02_ARTERIAL_MEAN
0.02
BIC_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
BE_ARTERIAL_MEAN
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
OTHER
CORRELATION RATIO WITH...
CREATININ_MEAN
0.12
GLUCOSE_MEAN
0.12
LACTATE_MEAN
0.11
BE_VENOUS_MEAN
0.11
NEUTROPHILES_MEAN
0.10
ALBUMIN_MEAN
0.10
HEART_RATE_MEAN
0.10
LEUKOCYTES_MEAN
0.09
SAT02_VENOUS_MEAN
0.09
HEMATOCRITE_MEAN
0.08
FFA_MEAN
0.07
PCR_MEAN
0.07
HEMOGLOBIN_MEAN
0.07
PH_VENOUS_MEAN
0.06
ALBUMIN_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FFA_MEAN
-0.36
BILLIRUBIN_MEAN
-0.32
GGT_MEAN
-0.30
TGO_MEAN
-0.26
TGP_MEAN
-0.22
GLUCOSE_MEAN
-0.21
HEMATOCRITE_MEAN
0.15
HEMOGLOBIN_MEAN
0.14
INR_MEAN
-0.14
LINFOCITOS_MEAN
0.13
PH_VENOUS_MEAN
-0.12
PC02_VENOUS_MEAN
0.11
LACTATE_MEAN
0.11
PCR_MEAN
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.31
BIC_ARTERIAL_MEAN
0.31
SAT02_ARTERIAL_MEAN
0.31
BE_ARTERIAL_MEAN
0.31
IMMUNOCOMPROMISED
0.23
PH_ARTERIAL_MEAN
0.23
PC02_ARTERIAL_MEAN
0.21
AGE_PERCENTIL
0.20
AGE_ABOVE65
0.11
ICU
0.11
OTHER
0.10
GENDER
0.09
DISEASE GROUPING 5
0.08
BLAST_MEAN
0.06
MOST FREQUENT VALUES
0.6052631578947367
318
90.3%
0.3157894736842104
4
1.1%
0.6842105263157894
3
0.9%
0.2105263157894737
3
0.9%
0.1578947368421053
3
0.9%
0.4210526315789473
2
0.6%
0.2631578947368423
2
0.6%
-0.263157894736842
2
0.6%
0.3684210526315788
2
0.6%
0.4736842105263155
2
0.6%
0.0
2
0.6%
-0.1578947368421053
1
0.3%
0.5789473684210527
1
0.3%
0.6315789473684212
1
0.3%
0.7368421052631575
1
0.3%
SMALLEST VALUES
-0.5789473684210527
1
0.3%
-0.263157894736842
2
0.6%
-0.1578947368421053
1
0.3%
0.0
2
0.6%
0.05263157894736836
1
0.3%
0.1578947368421053
3
0.9%
0.2105263157894737
3
0.9%
0.2631578947368423
2
0.6%
0.3157894736842104
4
1.1%
0.3684210526315788
2
0.6%
0.4210526315789473
2
0.6%
0.4736842105263155
2
0.6%
0.5263157894736841
1
0.3%
0.5789473684210527
1
0.3%
0.6052631578947367
318
90.3%
LARGEST VALUES
0.9999999999999996
1
0.3%
0.8421052631578947
1
0.3%
0.7368421052631575
1
0.3%
0.6842105263157894
3
0.9%
0.6315789473684212
1
0.3%
0.6052631578947367
318
90.3%
0.5789473684210527
1
0.3%
0.5263157894736841
1
0.3%
0.4736842105263155
2
0.6%
0.4210526315789473
2
0.6%
0.3684210526315788
2
0.6%
0.3157894736842104
4
1.1%
0.2631578947368423
2
0.6%
0.2105263157894737
3
0.9%
0.1578947368421053
3
0.9%
BE_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
-1.0
349
99%
160
46%
-0.6149732620320856
1
0%
1
100%
-0.786096256684492
1
0%
1
100%
-0.9572192513368984
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BE_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
SAT02_ARTERIAL_MEAN
0.60
P02_ARTERIAL_MEAN
0.43
PH_ARTERIAL_MEAN
0.41
BIC_ARTERIAL_MEAN
0.40
PC02_ARTERIAL_MEAN
0.40
IMMUNOCOMPROMISED
0.01
OTHER
0.01
HTN
0.01
AGE_ABOVE65
0.01
ICU
0.01
AGE_PERCENTIL
0.01
GENDER
0.01
DISEASE GROUPING 5
0.00
DISEASE GROUPING 1
0.00

THESE FEATURES
GIVE INFORMATION
ON BE_ARTERIAL_MEAN:
P02_ARTERIAL_MEAN
1.00
SAT02_ARTERIAL_MEAN
1.00
PH_ARTERIAL_MEAN
0.93
PC02_ARTERIAL_MEAN
0.84
BIC_ARTERIAL_MEAN
0.67
AGE_PERCENTIL
0.36
AGE_ABOVE65
0.11
ICU
0.11
IMMUNOCOMPROMISED
0.11
OTHER
0.10
HTN
0.10
GENDER
0.09
DISEASE GROUPING 5
0.02
DISEASE GROUPING 1
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BE_ARTERIAL_MEAN
CORRELATION RATIO WITH...
ALBUMIN_MEAN
0.31
CREATININ_MEAN
0.30
BE_VENOUS_MEAN
0.19
GGT_MEAN
0.17
OXYGEN_SATURATION_MEAN
0.15
HEMOGLOBIN_MEAN
0.15
LACTATE_MEAN
0.14
UREA_MEAN
0.14
HEMATOCRITE_MEAN
0.13
BIC_VENOUS_MEAN
0.12
CALCIUM_MEAN
0.12
SAT02_VENOUS_MEAN
0.11
HEART_RATE_MEAN
0.10
PATIENT_VISIT_IDENTIFIER
0.10
BE_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BIC_VENOUS_MEAN
0.59
PH_VENOUS_MEAN
0.42
CALCIUM_MEAN
-0.30
LACTATE_MEAN
-0.27
SAT02_VENOUS_MEAN
-0.22
INR_MEAN
0.20
TGP_MEAN
0.14
UREA_MEAN
0.10
BLOODPRESSURE_SISTOLIC_MEAN
0.09
ALBUMIN_MEAN
-0.09
NEUTROPHILES_MEAN
0.08
BLOODPRESSURE_DIASTOLIC_MEAN
0.07
PC02_VENOUS_MEAN
0.07
POTASSIUM_MEAN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.20
BIC_ARTERIAL_MEAN
0.20
SAT02_ARTERIAL_MEAN
0.20
BE_ARTERIAL_MEAN
0.19
AGE_PERCENTIL
0.18
DISEASE GROUPING 5
0.18
PH_ARTERIAL_MEAN
0.13
PC02_ARTERIAL_MEAN
0.13
DISEASE GROUPING 1
0.11
OTHER
0.11
AGE_ABOVE65
0.11
ICU
0.10
HTN
0.09
DISEASE GROUPING 3
0.08
MOST FREQUENT VALUES
-1.0
278
79.0%
-0.9790575916230366
7
2.0%
-0.7172774869109948
5
1.4%
-0.9057591623036649
4
1.1%
-0.9267015706806283
4
1.1%
-0.9685863874345549
4
1.1%
-0.8638743455497382
4
1.1%
-0.8010471204188482
3
0.9%
-0.8429319371727749
3
0.9%
-0.8324607329842932
3
0.9%
-0.9581151832460733
3
0.9%
-0.9162303664921466
3
0.9%
-0.8219895287958116
3
0.9%
-0.8952879581151832
3
0.9%
-0.8848167539267016
3
0.9%
SMALLEST VALUES
-1.0
278
79.0%
-0.9790575916230366
7
2.0%
-0.9685863874345549
4
1.1%
-0.9581151832460733
3
0.9%
-0.9476439790575917
1
0.3%
-0.9267015706806283
4
1.1%
-0.9162303664921466
3
0.9%
-0.9057591623036649
4
1.1%
-0.8952879581151832
3
0.9%
-0.8848167539267016
3
0.9%
-0.87434554973822
1
0.3%
-0.8638743455497382
4
1.1%
-0.8429319371727749
3
0.9%
-0.8324607329842932
3
0.9%
-0.8219895287958116
3
0.9%
LARGEST VALUES
-0.1413612565445028
1
0.3%
-0.2041884816753928
1
0.3%
-0.3089005235602096
1
0.3%
-0.3193717277486912
1
0.3%
-0.455497382198953
1
0.3%
-0.5287958115183247
1
0.3%
-0.549738219895288
1
0.3%
-0.6230366492146597
1
0.3%
-0.6439790575916231
2
0.6%
-0.675392670157068
1
0.3%
-0.6963350785340314
1
0.3%
-0.7172774869109948
5
1.4%
-0.7277486910994765
2
0.6%
-0.7382198952879582
1
0.3%
-0.7696335078534031
2
0.6%
BIC_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
-0.3170731707317072
347
99%
158
46%
-0.121951219512195
1
0%
1
100%
-0.7560975609756098
1
0%
1
100%
-0.3658536585365852
1
0%
1
100%
-0.2195121951219512
1
0%
1
100%
-0.6585365853658536
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BIC_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
P02_ARTERIAL_MEAN
0.71
PH_ARTERIAL_MEAN
0.71
PC02_ARTERIAL_MEAN
0.68
BE_ARTERIAL_MEAN
0.67
SAT02_ARTERIAL_MEAN
0.60
DISEASE GROUPING 3
0.03
HTN
0.02
IMMUNOCOMPROMISED
0.02
ICU
0.02
OTHER
0.02
AGE_ABOVE65
0.02
AGE_PERCENTIL
0.01
GENDER
0.01
DISEASE GROUPING 5
0.01

THESE FEATURES
GIVE INFORMATION
ON BIC_ARTERIAL_MEAN:
P02_ARTERIAL_MEAN
1.00
PH_ARTERIAL_MEAN
0.96
PC02_ARTERIAL_MEAN
0.86
SAT02_ARTERIAL_MEAN
0.60
BE_ARTERIAL_MEAN
0.40
AGE_PERCENTIL
0.35
HTN
0.11
ICU
0.11
AGE_ABOVE65
0.11
GENDER
0.10
DISEASE GROUPING 3
0.08
IMMUNOCOMPROMISED
0.07
OTHER
0.07
DISEASE GROUPING 5
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BIC_ARTERIAL_MEAN
CORRELATION RATIO WITH...
OXYGEN_SATURATION_MEAN
0.67
ALBUMIN_MEAN
0.31
HEART_RATE_MEAN
0.26
BLOODPRESSURE_SISTOLIC_MEAN
0.26
BLOODPRESSURE_DIASTOLIC_MEAN
0.25
RESPIRATORY_RATE_MEAN
0.22
BE_VENOUS_MEAN
0.20
NEUTROPHILES_MEAN
0.19
LEUKOCYTES_MEAN
0.19
LACTATE_MEAN
0.17
GGT_MEAN
0.17
CALCIUM_MEAN
0.15
PLATELETS_MEAN
0.14
BIC_VENOUS_MEAN
0.13
BIC_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PC02_VENOUS_MEAN
0.69
BE_VENOUS_MEAN
0.59
SAT02_VENOUS_MEAN
-0.33
P02_VENOUS_MEAN
-0.26
SODIUM_MEAN
0.21
GGT_MEAN
-0.15
CALCIUM_MEAN
-0.14
BLOODPRESSURE_SISTOLIC_MEAN
0.11
FFA_MEAN
-0.11
PCR_MEAN
-0.11
INR_MEAN
0.10
GLUCOSE_MEAN
-0.10
BLOODPRESSURE_DIASTOLIC_MEAN
0.08
HEART_RATE_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.13
BIC_ARTERIAL_MEAN
0.13
SAT02_ARTERIAL_MEAN
0.12
BE_ARTERIAL_MEAN
0.12
AGE_PERCENTIL
0.11
DISEASE GROUPING 5
0.11
PH_ARTERIAL_MEAN
0.10
ICU
0.09
PC02_ARTERIAL_MEAN
0.09
DISEASE GROUPING 1
0.07
DISEASE GROUPING 4
0.07
DISEASE GROUPING 3
0.06
AGE_ABOVE65
0.06
HTN
0.05
MOST FREQUENT VALUES
-0.3170731707317074
251
71.3%
-0.2682926829268293
19
5.4%
-0.3658536585365852
17
4.8%
-0.4146341463414633
13
3.7%
-0.2195121951219512
11
3.1%
-0.4634146341463414
8
2.3%
-0.5121951219512195
7
2.0%
-0.121951219512195
7
2.0%
-0.1707317073170731
6
1.7%
-0.07317073170731714
4
1.1%
-0.7073170731707317
3
0.9%
-0.5609756097560976
3
0.9%
0.02439024390243905
1
0.3%
0.1219512195121952
1
0.3%
-1.0
1
0.3%
SMALLEST VALUES
-1.0
1
0.3%
-0.7073170731707317
3
0.9%
-0.5609756097560976
3
0.9%
-0.5121951219512195
7
2.0%
-0.4634146341463414
8
2.3%
-0.4146341463414633
13
3.7%
-0.3658536585365852
17
4.8%
-0.3170731707317074
251
71.3%
-0.2682926829268293
19
5.4%
-0.2195121951219512
11
3.1%
-0.1707317073170731
6
1.7%
-0.121951219512195
7
2.0%
-0.07317073170731714
4
1.1%
0.02439024390243905
1
0.3%
0.1219512195121952
1
0.3%
LARGEST VALUES
0.1219512195121952
1
0.3%
0.02439024390243905
1
0.3%
-0.07317073170731714
4
1.1%
-0.121951219512195
7
2.0%
-0.1707317073170731
6
1.7%
-0.2195121951219512
11
3.1%
-0.2682926829268293
19
5.4%
-0.3170731707317074
251
71.3%
-0.3658536585365852
17
4.8%
-0.4146341463414633
13
3.7%
-0.4634146341463414
8
2.3%
-0.5121951219512195
7
2.0%
-0.5609756097560976
3
0.9%
-0.7073170731707317
3
0.9%
-1.0
1
0.3%
BILLIRUBIN_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FFA_MEAN
0.55
TGO_MEAN
0.39
ALBUMIN_MEAN
-0.32
GGT_MEAN
0.29
TGP_MEAN
0.24
TTPA_MEAN
0.14
PLATELETS_MEAN
-0.13
INR_MEAN
0.13
HEART_RATE_MEAN
0.12
UREA_MEAN
0.11
BLOODPRESSURE_SISTOLIC_MEAN
-0.10
NEUTROPHILES_MEAN
0.10
LEUKOCYTES_MEAN
0.08
HEMOGLOBIN_MEAN
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.15
IMMUNOCOMPROMISED
0.11
GENDER
0.08
DISEASE GROUPING 5
0.06
P02_ARTERIAL_MEAN
0.05
DISEASE GROUPING 1
0.05
PH_ARTERIAL_MEAN
0.05
SAT02_ARTERIAL_MEAN
0.05
BIC_ARTERIAL_MEAN
0.04
BE_ARTERIAL_MEAN
0.04
ICU
0.03
HTN
0.03
DISEASE GROUPING 4
0.03
PC02_ARTERIAL_MEAN
0.03
MOST FREQUENT VALUES
-0.9389499389499391
181
51.4%
-0.9633699633699635
7
2.0%
-0.9696493982208269
6
1.7%
-0.9811616954474098
6
1.7%
-0.9654631083202513
5
1.4%
-0.980115122972266
5
1.4%
-0.9706959706959708
5
1.4%
-0.9863945578231293
5
1.4%
-0.9843014128728416
5
1.4%
-0.9602302459445318
5
1.4%
-0.9487179487179488
5
1.4%
-0.979068550497122
5
1.4%
-0.9675562532705391
5
1.4%
-0.9665096807953952
4
1.1%
-0.9822082679225538
4
1.1%
SMALLEST VALUES
-0.9947671376242806
2
0.6%
-0.9926739926739928
2
0.6%
-0.9916274201988489
1
0.3%
-0.990580847723705
3
0.9%
-0.9895342752485611
4
1.1%
-0.9874411302982733
2
0.6%
-0.9863945578231293
5
1.4%
-0.9853479853479854
1
0.3%
-0.9843014128728416
5
1.4%
-0.9832548403976976
1
0.3%
-0.9822082679225538
4
1.1%
-0.9811616954474098
6
1.7%
-0.980115122972266
5
1.4%
-0.979068550497122
5
1.4%
-0.9780219780219781
3
0.9%
LARGEST VALUES
-0.2935635792778651
1
0.3%
-0.7645211930926218
1
0.3%
-0.7718472004186291
1
0.3%
-0.7990580847723706
1
0.3%
-0.8074306645735219
1
0.3%
-0.8545264259549975
1
0.3%
-0.8660387231815805
1
0.3%
-0.8670852956567243
1
0.3%
-0.8681318681318683
1
0.3%
-0.8890633176347463
1
0.3%
-0.8911564625850341
1
0.3%
-0.8963893249607536
1
0.3%
-0.9058084772370488
1
0.3%
-0.9089481946624804
1
0.3%
-0.9173207744636317
1
0.3%
BLAST_MEAN
MISSING:
---
TOP CATEGORIES
ICU
-1.0
350
99%
161
46%
-0.7395676219205631
1
0%
1
100%
1.0
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
BLAST_MEAN
PROVIDES INFORMATION ON...
DISEASE GROUPING 3
0.02
IMMUNOCOMPROMISED
0.01
OTHER
0.01
HTN
0.01
ICU
0.01
AGE_PERCENTIL
0.01
AGE_ABOVE65
0.01
GENDER
0.00
DISEASE GROUPING 5
0.00
DISEASE GROUPING 1
0.00
DISEASE GROUPING 6
0.00
DISEASE GROUPING 2
0.00
DISEASE GROUPING 4
0.00
PC02_ARTERIAL_MEAN
0.00

THESE FEATURES
GIVE INFORMATION
ON BLAST_MEAN:
AGE_PERCENTIL
0.36
DISEASE GROUPING 3
0.18
IMMUNOCOMPROMISED
0.15
OTHER
0.14
HTN
0.14
ICU
0.11
AGE_ABOVE65
0.10
GENDER
0.07
DISEASE GROUPING 5
0.02
DISEASE GROUPING 1
0.02
DISEASE GROUPING 6
0.01
DISEASE GROUPING 2
0.00
DISEASE GROUPING 4
0.00
P02_ARTERIAL_MEAN
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLAST_MEAN
CORRELATION RATIO WITH...
NEUTROPHILES_MEAN
0.35
LEUKOCYTES_MEAN
0.33
PLATELETS_MEAN
0.26
LINFOCITOS_MEAN
0.19
HEMOGLOBIN_MEAN
0.18
HEMATOCRITE_MEAN
0.18
TEMPERATURE_MEAN
0.12
CALCIUM_MEAN
0.11
FFA_MEAN
0.10
SODIUM_MEAN
0.09
INR_MEAN
0.09
POTASSIUM_MEAN
0.08
ALBUMIN_MEAN
0.06
HEART_RATE_MEAN
0.06
CALCIUM_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BE_VENOUS_MEAN
-0.30
PH_VENOUS_MEAN
-0.21
LACTATE_MEAN
0.21
HEMATOCRITE_MEAN
0.20
HEMOGLOBIN_MEAN
0.19
SODIUM_MEAN
0.18
LINFOCITOS_MEAN
0.15
BIC_VENOUS_MEAN
-0.14
BLOODPRESSURE_DIASTOLIC_MEAN
0.14
DIMER_MEAN
-0.13
GLUCOSE_MEAN
-0.12
PCR_MEAN
-0.12
INR_MEAN
-0.11
TGO_MEAN
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.23
AGE_PERCENTIL
0.19
P02_ARTERIAL_MEAN
0.15
PH_ARTERIAL_MEAN
0.15
BIC_ARTERIAL_MEAN
0.15
AGE_ABOVE65
0.12
SAT02_ARTERIAL_MEAN
0.12
BE_ARTERIAL_MEAN
0.12
PC02_ARTERIAL_MEAN
0.11
BLAST_MEAN
0.11
DISEASE GROUPING 1
0.10
IMMUNOCOMPROMISED
0.07
HTN
0.06
DISEASE GROUPING 4
0.04
MOST FREQUENT VALUES
0.3571428571428568
243
69.0%
0.3061224489795915
10
2.8%
0.3265306122448979
8
2.3%
0.2244897959183669
8
2.3%
0.2653061224489792
7
2.0%
0.2448979591836733
7
2.0%
0.3469387755102038
7
2.0%
0.1632653061224487
6
1.7%
0.2857142857142856
6
1.7%
0.1428571428571423
6
1.7%
0.408163265306122
5
1.4%
0.08163265306122458
5
1.4%
0.1836734693877546
5
1.4%
0.3673469387755097
4
1.1%
0.204081632653061
3
0.9%
SMALLEST VALUES
-0.04081632653061229
1
0.3%
0.0
2
0.6%
0.02040816326530592
1
0.3%
0.04081632653061229
2
0.6%
0.06122448979591821
2
0.6%
0.08163265306122458
5
1.4%
0.1020408163265301
1
0.3%
0.1224489795918364
3
0.9%
0.1428571428571423
6
1.7%
0.1632653061224487
6
1.7%
0.1836734693877546
5
1.4%
0.204081632653061
3
0.9%
0.2244897959183669
8
2.3%
0.2448979591836733
7
2.0%
0.2653061224489792
7
2.0%
LARGEST VALUES
0.6938775510204076
1
0.3%
0.5714285714285712
1
0.3%
0.510204081632653
1
0.3%
0.4897959183673466
1
0.3%
0.4693877551020407
1
0.3%
0.4489795918367343
1
0.3%
0.4285714285714284
2
0.6%
0.408163265306122
5
1.4%
0.3877551020408161
2
0.6%
0.3673469387755097
4
1.1%
0.3571428571428568
243
69.0%
0.3469387755102038
7
2.0%
0.3265306122448979
8
2.3%
0.3061224489795915
10
2.8%
0.2857142857142856
6
1.7%
CREATININ_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
UREA_MEAN
0.46
POTASSIUM_MEAN
0.17
NEUTROPHILES_MEAN
0.12
GGT_MEAN
0.11
HEMOGLOBIN_MEAN
-0.11
LEUKOCYTES_MEAN
0.11
HEMATOCRITE_MEAN
-0.10
PCR_MEAN
0.09
PLATELETS_MEAN
-0.07
SODIUM_MEAN
-0.07
LINFOCITOS_MEAN
-0.07
BLOODPRESSURE_DIASTOLIC_MEAN
-0.06
BLOODPRESSURE_SISTOLIC_MEAN
0.06
BE_VENOUS_MEAN
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.31
PC02_ARTERIAL_MEAN
0.30
SAT02_ARTERIAL_MEAN
0.30
BE_ARTERIAL_MEAN
0.30
GENDER
0.21
AGE_PERCENTIL
0.21
PH_ARTERIAL_MEAN
0.21
DISEASE GROUPING 2
0.17
ICU
0.16
OTHER
0.12
AGE_ABOVE65
0.12
DISEASE GROUPING 4
0.07
HTN
0.05
BIC_ARTERIAL_MEAN
0.03
MOST FREQUENT VALUES
-0.9122434536447275
13
3.7%
-0.908401577191386
12
3.4%
-0.9051663128096248
9
2.6%
-0.9249823071479122
9
2.6%
-0.9136588818117479
8
2.3%
-0.9532908704883226
8
2.3%
-0.9263977353149326
8
2.3%
-0.9235668789808916
8
2.3%
-0.8995046001415428
7
2.0%
-0.8853503184713375
7
2.0%
-0.9447983014861995
6
1.7%
-0.8938428874734606
6
1.7%
-0.9207360226468506
6
1.7%
-0.9094125973106864
6
1.7%
-0.9320594479830148
6
1.7%
SMALLEST VALUES
-0.9745222929936305
1
0.3%
-0.9688605803255483
1
0.3%
-0.9674451521585279
1
0.3%
-0.9631988676574663
1
0.3%
-0.9603680113234252
2
0.6%
-0.9589525831564047
2
0.6%
-0.9575371549893842
1
0.3%
-0.9561217268223636
4
1.1%
-0.9547062986553432
1
0.3%
-0.9532908704883226
8
2.3%
-0.9504600141542816
1
0.3%
-0.949044585987261
3
0.9%
-0.9476291578202405
3
0.9%
-0.94621372965322
2
0.6%
-0.9447983014861995
6
1.7%
LARGEST VALUES
0.4932767162066525
1
0.3%
-0.3205944798301484
1
0.3%
-0.3446567586694974
1
0.3%
-0.681528662420382
1
0.3%
-0.6999292285916489
1
0.3%
-0.7225760792639773
1
0.3%
-0.7480537862703467
1
0.3%
-0.7565463552724698
1
0.3%
-0.759377211606511
1
0.3%
-0.7622080679405518
2
0.6%
-0.7707006369426751
1
0.3%
-0.7721160651096957
1
0.3%
-0.7806086341118188
1
0.3%
-0.7820240622788392
1
0.3%
-0.7848549186128804
1
0.3%
FFA_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
GGT_MEAN
0.75
BILLIRUBIN_MEAN
0.55
TGO_MEAN
0.37
ALBUMIN_MEAN
-0.36
TGP_MEAN
0.26
PCR_MEAN
0.22
LEUKOCYTES_MEAN
0.15
NEUTROPHILES_MEAN
0.14
UREA_MEAN
0.13
TTPA_MEAN
0.11
INR_MEAN
0.11
BIC_VENOUS_MEAN
-0.11
BLOODPRESSURE_SISTOLIC_MEAN
-0.10
HEMATOCRITE_MEAN
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
IMMUNOCOMPROMISED
0.19
AGE_PERCENTIL
0.17
BLAST_MEAN
0.10
P02_ARTERIAL_MEAN
0.08
BIC_ARTERIAL_MEAN
0.08
SAT02_ARTERIAL_MEAN
0.08
BE_ARTERIAL_MEAN
0.08
OTHER
0.07
HTN
0.07
ICU
0.07
PH_ARTERIAL_MEAN
0.06
PC02_ARTERIAL_MEAN
0.06
DISEASE GROUPING 4
0.05
DISEASE GROUPING 5
0.04
MOST FREQUENT VALUES
-0.7420042643923241
241
68.5%
-0.7782515991471216
5
1.4%
-0.7484008528784649
5
1.4%
-0.7995735607675907
5
1.4%
-0.744136460554371
4
1.1%
-0.8294243070362474
4
1.1%
-0.791044776119403
3
0.9%
-0.8336886993603412
3
0.9%
-0.7739872068230278
3
0.9%
-0.7825159914712154
3
0.9%
-0.8464818763326226
3
0.9%
-0.837953091684435
3
0.9%
-0.722814498933902
2
0.6%
-0.7100213219616205
2
0.6%
-0.6673773987206824
2
0.6%
SMALLEST VALUES
-0.9275053304904052
1
0.3%
-0.9189765458422176
1
0.3%
-0.9019189765458423
1
0.3%
-0.8933901918976546
1
0.3%
-0.8891257995735609
1
0.3%
-0.8848614072494669
1
0.3%
-0.8805970149253732
2
0.6%
-0.8763326226012793
1
0.3%
-0.8720682302771856
2
0.6%
-0.863539445628998
1
0.3%
-0.8592750533049041
2
0.6%
-0.8550106609808102
1
0.3%
-0.8507462686567164
2
0.6%
-0.8464818763326226
3
0.9%
-0.8422174840085288
2
0.6%
LARGEST VALUES
1.0
1
0.3%
0.6801705756929637
1
0.3%
0.4797441364605544
1
0.3%
0.2068230277185501
1
0.3%
0.05756929637526653
1
0.3%
-0.1940298507462688
1
0.3%
-0.4157782515991472
1
0.3%
-0.4243070362473348
1
0.3%
-0.4371002132196162
1
0.3%
-0.4584221748400853
2
0.6%
-0.466950959488273
1
0.3%
-0.4925373134328359
1
0.3%
-0.5394456289978679
1
0.3%
-0.6417910447761195
1
0.3%
-0.6503198294243071
2
0.6%
GGT_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FFA_MEAN
0.75
ALBUMIN_MEAN
-0.30
BILLIRUBIN_MEAN
0.29
PCR_MEAN
0.27
TGO_MEAN
0.18
BIC_VENOUS_MEAN
-0.15
TGP_MEAN
0.14
PC02_VENOUS_MEAN
-0.13
NEUTROPHILES_MEAN
0.12
LEUKOCYTES_MEAN
0.12
CREATININ_MEAN
0.11
PLATELETS_MEAN
0.10
PATIENT_VISIT_IDENTIFIER
-0.10
BLOODPRESSURE_SISTOLIC_MEAN
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.17
SAT02_ARTERIAL_MEAN
0.17
BE_ARTERIAL_MEAN
0.17
BIC_ARTERIAL_MEAN
0.17
AGE_PERCENTIL
0.16
PH_ARTERIAL_MEAN
0.14
IMMUNOCOMPROMISED
0.12
PC02_ARTERIAL_MEAN
0.11
ICU
0.08
HTN
0.07
AGE_ABOVE65
0.07
OTHER
0.06
DISEASE GROUPING 1
0.05
BLAST_MEAN
0.05
MOST FREQUENT VALUES
-0.9585280373831775
220
62.5%
-0.9871495327102803
6
1.7%
-0.991822429906542
6
1.7%
-0.9778037383177569
5
1.4%
-0.9894859813084111
4
1.1%
-0.9544392523364486
4
1.1%
-0.9684579439252335
4
1.1%
-0.9883177570093458
4
1.1%
-0.9450934579439252
3
0.9%
-0.9088785046728971
3
0.9%
-0.9848130841121495
3
0.9%
-0.969626168224299
3
0.9%
-0.9567757009345794
3
0.9%
-0.9976635514018691
2
0.6%
-0.9801401869158878
2
0.6%
SMALLEST VALUES
-0.9976635514018691
2
0.6%
-0.9964953271028036
1
0.3%
-0.9953271028037383
1
0.3%
-0.9941588785046729
2
0.6%
-0.991822429906542
6
1.7%
-0.9906542056074765
2
0.6%
-0.9894859813084111
4
1.1%
-0.9883177570093458
4
1.1%
-0.9871495327102803
6
1.7%
-0.9848130841121495
3
0.9%
-0.983644859813084
2
0.6%
-0.9824766355140186
1
0.3%
-0.9813084112149532
1
0.3%
-0.9801401869158878
2
0.6%
-0.9789719626168224
2
0.6%
LARGEST VALUES
0.9999999999999998
1
0.3%
-0.147196261682243
1
0.3%
-0.3165887850467289
1
0.3%
-0.389018691588785
1
0.3%
-0.5292056074766355
1
0.3%
-0.5420560747663551
1
0.3%
-0.580607476635514
1
0.3%
-0.7429906542056075
1
0.3%
-0.7511682242990654
1
0.3%
-0.7546728971962616
1
0.3%
-0.7663551401869159
1
0.3%
-0.7675233644859812
1
0.3%
-0.7768691588785046
1
0.3%
-0.8037383177570093
1
0.3%
-0.8119158878504672
1
0.3%
GLUCOSE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ALBUMIN_MEAN
-0.21
LACTATE_MEAN
-0.18
PC02_VENOUS_MEAN
-0.18
UREA_MEAN
0.17
PH_VENOUS_MEAN
0.14
SODIUM_MEAN
-0.14
CALCIUM_MEAN
-0.12
BIC_VENOUS_MEAN
-0.10
P02_VENOUS_MEAN
0.08
SAT02_VENOUS_MEAN
0.08
PLATELETS_MEAN
-0.07
LINFOCITOS_MEAN
-0.07
PCR_MEAN
0.06
PATIENT_VISIT_IDENTIFIER
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 3
0.34
AGE_PERCENTIL
0.17
ICU
0.16
DISEASE GROUPING 4
0.16
HTN
0.13
OTHER
0.12
P02_ARTERIAL_MEAN
0.08
BIC_ARTERIAL_MEAN
0.08
SAT02_ARTERIAL_MEAN
0.08
AGE_ABOVE65
0.08
BE_ARTERIAL_MEAN
0.07
PH_ARTERIAL_MEAN
0.07
DISEASE GROUPING 1
0.07
DISEASE GROUPING 5
0.07
MOST FREQUENT VALUES
-0.8919925512104283
217
61.6%
-0.8435754189944134
7
2.0%
-0.8510242085661079
6
1.7%
-0.8733705772811918
6
1.7%
-0.8584729981378025
5
1.4%
-0.8100558659217877
5
1.4%
-0.8659217877094971
4
1.1%
-0.7877094972067039
4
1.1%
-0.8770949720670391
4
1.1%
-0.8957169459962756
4
1.1%
-0.8398510242085662
3
0.9%
-0.8696461824953445
3
0.9%
-0.8808193668528864
3
0.9%
-0.888268156424581
3
0.9%
-0.8621973929236499
3
0.9%
SMALLEST VALUES
-1.0
1
0.3%
-0.9329608938547487
1
0.3%
-0.9292364990689013
1
0.3%
-0.9180633147113594
2
0.6%
-0.9106145251396648
2
0.6%
-0.8994413407821229
1
0.3%
-0.8957169459962756
4
1.1%
-0.8919925512104283
217
61.6%
-0.888268156424581
3
0.9%
-0.8845437616387337
3
0.9%
-0.8808193668528864
3
0.9%
-0.8770949720670391
4
1.1%
-0.8733705772811918
6
1.7%
-0.8696461824953445
3
0.9%
-0.8659217877094971
4
1.1%
LARGEST VALUES
0.4525139664804469
1
0.3%
-0.1992551210428306
1
0.3%
-0.2067039106145252
1
0.3%
-0.292364990689013
1
0.3%
-0.3594040968342644
1
0.3%
-0.4674115456238361
1
0.3%
-0.5381750465549349
2
0.6%
-0.5493482309124768
1
0.3%
-0.5828677839851024
1
0.3%
-0.6052141527001862
1
0.3%
-0.6126629422718808
2
0.6%
-0.6238361266294227
1
0.3%
-0.6312849162011173
2
0.6%
-0.6573556797020484
1
0.3%
-0.6685288640595903
1
0.3%
HEMATOCRITE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEMOGLOBIN_MEAN
0.98
CALCIUM_MEAN
0.20
HEART_RATE_MEAN
0.18
LACTATE_MEAN
0.16
ALBUMIN_MEAN
0.15
BLOODPRESSURE_DIASTOLIC_MEAN
0.15
LINFOCITOS_MEAN
0.15
SODIUM_MEAN
0.12
PH_VENOUS_MEAN
-0.12
PCR_MEAN
-0.11
LEUKOCYTES_MEAN
0.11
DIMER_MEAN
-0.10
CREATININ_MEAN
-0.10
FFA_MEAN
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.34
IMMUNOCOMPROMISED
0.30
AGE_ABOVE65
0.26
GENDER
0.25
BLAST_MEAN
0.18
P02_ARTERIAL_MEAN
0.16
PH_ARTERIAL_MEAN
0.16
SAT02_ARTERIAL_MEAN
0.15
DISEASE GROUPING 2
0.15
BE_ARTERIAL_MEAN
0.13
BIC_ARTERIAL_MEAN
0.11
ICU
0.10
PC02_ARTERIAL_MEAN
0.10
DISEASE GROUPING 6
0.10
MOST FREQUENT VALUES
-0.0398322851153039
7
2.0%
-0.1153039832285112
7
2.0%
-0.06918238993710668
7
2.0%
0.1027253668763106
6
1.7%
-0.05241090146750493
5
1.4%
-0.1278825995807125
5
1.4%
-0.07756813417190744
5
1.4%
-0.07337526205450717
5
1.4%
-0.02725366876310242
5
1.4%
-0.1027253668763102
5
1.4%
0.02306079664570237
4
1.1%
-0.2368972746331233
4
1.1%
-0.002096436058699913
4
1.1%
-0.30398322851153
4
1.1%
-0.09433962264150919
4
1.1%
SMALLEST VALUES
-0.9999999999999999
1
0.3%
-0.8867924528301884
1
0.3%
-0.8448637316561842
1
0.3%
-0.7400419287211737
1
0.3%
-0.7148846960167712
1
0.3%
-0.7023060796645699
1
0.3%
-0.6477987421383644
2
0.6%
-0.6436058700209641
1
0.3%
-0.6268343815513624
2
0.6%
-0.5890985324947586
1
0.3%
-0.5849056603773581
1
0.3%
-0.5387840670859536
1
0.3%
-0.5262054507337524
1
0.3%
-0.5220125786163519
1
0.3%
-0.4968553459119496
1
0.3%
LARGEST VALUES
0.8113207547169816
1
0.3%
0.5303983228511533
1
0.3%
0.3836477987421385
1
0.3%
0.375262054507338
1
0.3%
0.358490566037736
1
0.3%
0.3375262054507338
1
0.3%
0.3207547169811322
1
0.3%
0.2914046121593294
1
0.3%
0.2536687631027257
1
0.3%
0.2452830188679247
1
0.3%
0.2410901467505244
1
0.3%
0.2368972746331237
1
0.3%
0.2327044025157234
1
0.3%
0.2285115303983232
1
0.3%
0.2201257861635222
2
0.6%
HEMOGLOBIN_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEMATOCRITE_MEAN
0.98
CALCIUM_MEAN
0.19
HEART_RATE_MEAN
0.18
BLOODPRESSURE_DIASTOLIC_MEAN
0.17
LACTATE_MEAN
0.15
ALBUMIN_MEAN
0.14
LINFOCITOS_MEAN
0.13
CREATININ_MEAN
-0.11
DIMER_MEAN
-0.10
LEUKOCYTES_MEAN
0.10
INR_MEAN
-0.10
PCR_MEAN
-0.09
UREA_MEAN
-0.09
PH_VENOUS_MEAN
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.35
IMMUNOCOMPROMISED
0.29
GENDER
0.27
AGE_ABOVE65
0.27
BLAST_MEAN
0.18
P02_ARTERIAL_MEAN
0.17
PH_ARTERIAL_MEAN
0.17
SAT02_ARTERIAL_MEAN
0.17
DISEASE GROUPING 2
0.16
BE_ARTERIAL_MEAN
0.15
BIC_ARTERIAL_MEAN
0.13
PC02_ARTERIAL_MEAN
0.12
ICU
0.11
DISEASE GROUPING 5
0.11
MOST FREQUENT VALUES
-0.2073170731707317
11
3.1%
-0.1829268292682926
11
3.1%
-0.1463414634146341
11
3.1%
-0.2317073170731705
10
2.8%
-0.2682926829268291
10
2.8%
-0.1341463414634145
10
2.8%
0.1097560975609757
9
2.6%
-0.1707317073170729
9
2.6%
-0.03658536585365835
9
2.6%
-0.06097560975609762
9
2.6%
-0.1097560975609755
8
2.3%
0.01219512195121975
8
2.3%
-0.07317073170731692
8
2.3%
-0.04878048780487787
8
2.3%
0.07317073170731736
7
2.0%
SMALLEST VALUES
-1.0
1
0.3%
-0.9512195121951219
1
0.3%
-0.9146341463414633
1
0.3%
-0.8414634146341463
1
0.3%
-0.7804878048780486
1
0.3%
-0.7560975609756098
1
0.3%
-0.7439024390243902
1
0.3%
-0.719512195121951
2
0.6%
-0.6951219512195121
1
0.3%
-0.6829268292682926
1
0.3%
-0.6707317073170731
1
0.3%
-0.6585365853658536
1
0.3%
-0.621951219512195
1
0.3%
-0.5609756097560976
1
0.3%
-0.5487804878048781
3
0.9%
LARGEST VALUES
0.8048780487804883
1
0.3%
0.4634146341463417
1
0.3%
0.3414634146341464
1
0.3%
0.3292682926829269
1
0.3%
0.3170731707317074
1
0.3%
0.3048780487804879
2
0.6%
0.2682926829268293
1
0.3%
0.2560975609756102
1
0.3%
0.2439024390243902
2
0.6%
0.2195121951219512
2
0.6%
0.2073170731707317
2
0.6%
0.1951219512195124
1
0.3%
0.1829268292682928
1
0.3%
0.1707317073170735
1
0.3%
0.1585365853658538
4
1.1%
INR_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TTPA_MEAN
0.43
BE_VENOUS_MEAN
0.20
UREA_MEAN
0.15
PH_VENOUS_MEAN
0.14
ALBUMIN_MEAN
-0.14
BILLIRUBIN_MEAN
0.13
BLOODPRESSURE_DIASTOLIC_MEAN
-0.12
CALCIUM_MEAN
-0.11
FFA_MEAN
0.11
NEUTROPHILES_MEAN
0.11
LINFOCITOS_MEAN
-0.10
BIC_VENOUS_MEAN
0.10
HEMOGLOBIN_MEAN
-0.10
TGO_MEAN
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DISEASE GROUPING 5
0.32
AGE_PERCENTIL
0.25
HTN
0.17
ICU
0.16
AGE_ABOVE65
0.15
DISEASE GROUPING 4
0.13
GENDER
0.10
IMMUNOCOMPROMISED
0.10
DISEASE GROUPING 2
0.10
BLAST_MEAN
0.09
P02_ARTERIAL_MEAN
0.08
SAT02_ARTERIAL_MEAN
0.07
BIC_ARTERIAL_MEAN
0.07
BE_ARTERIAL_MEAN
0.07
MOST FREQUENT VALUES
-0.9598494353826851
211
59.9%
-0.9322459222082811
50
14.2%
-0.9573400250941029
26
7.4%
-0.9071518193224593
23
6.5%
-0.8820577164366374
12
3.4%
-0.9648682559598495
6
1.7%
-0.8318695106649938
5
1.4%
-0.8569636135508156
4
1.1%
-0.806775407779172
3
0.9%
-0.9673776662484317
3
0.9%
-0.9723964868255961
2
0.6%
-0.6060225846925974
1
0.3%
-0.7314930991217066
1
0.3%
-0.3550815558343791
1
0.3%
-0.7063989962358846
1
0.3%
SMALLEST VALUES
-1.0
1
0.3%
-0.9723964868255961
2
0.6%
-0.9698870765370139
1
0.3%
-0.9673776662484317
3
0.9%
-0.9648682559598495
6
1.7%
-0.9598494353826851
211
59.9%
-0.9573400250941029
26
7.4%
-0.9322459222082811
50
14.2%
-0.9071518193224593
23
6.5%
-0.8820577164366374
12
3.4%
-0.8569636135508156
4
1.1%
-0.8318695106649938
5
1.4%
-0.806775407779172
3
0.9%
-0.7314930991217066
1
0.3%
-0.7063989962358846
1
0.3%
LARGEST VALUES
-0.3550815558343791
1
0.3%
-0.6060225846925974
1
0.3%
-0.6562107904642409
1
0.3%
-0.7063989962358846
1
0.3%
-0.7314930991217066
1
0.3%
-0.806775407779172
3
0.9%
-0.8318695106649938
5
1.4%
-0.8569636135508156
4
1.1%
-0.8820577164366374
12
3.4%
-0.9071518193224593
23
6.5%
-0.9322459222082811
50
14.2%
-0.9573400250941029
26
7.4%
-0.9598494353826851
211
59.9%
-0.9648682559598495
6
1.7%
-0.9673776662484317
3
0.9%
LACTATE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BE_VENOUS_MEAN
-0.27
CALCIUM_MEAN
0.21
GLUCOSE_MEAN
-0.18
PH_VENOUS_MEAN
-0.18
HEMATOCRITE_MEAN
0.16
HEMOGLOBIN_MEAN
0.15
PCR_MEAN
-0.14
SODIUM_MEAN
0.12
SAT02_VENOUS_MEAN
0.11
ALBUMIN_MEAN
0.11
PC02_VENOUS_MEAN
0.10
TGO_MEAN
-0.10
TGP_MEAN
-0.09
TEMPERATURE_MEAN
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.26
ICU
0.21
P02_ARTERIAL_MEAN
0.20
PH_ARTERIAL_MEAN
0.18
PC02_ARTERIAL_MEAN
0.18
BIC_ARTERIAL_MEAN
0.17
SAT02_ARTERIAL_MEAN
0.17
BE_ARTERIAL_MEAN
0.14
OTHER
0.11
AGE_ABOVE65
0.07
DISEASE GROUPING 6
0.05
IMMUNOCOMPROMISED
0.05
BLAST_MEAN
0.04
DISEASE GROUPING 1
0.04
MOST FREQUENT VALUES
1.0
266
75.6%
-0.8977733644368787
11
3.1%
-0.9093321144106088
8
2.3%
-0.8630971145156884
6
1.7%
-0.8746558644894185
6
1.7%
-0.9324496143580691
5
1.4%
-0.8515383645419583
4
1.1%
-0.816862114620768
4
1.1%
-0.828420864594498
4
1.1%
-0.920890864384339
3
0.9%
-0.7012746148834668
3
0.9%
-0.8053033646470378
3
0.9%
-0.7937446146733077
3
0.9%
-0.7706271147258474
2
0.6%
-0.6781571149360066
2
0.6%
SMALLEST VALUES
-0.9758842443729904
1
0.3%
-0.9638263665594855
1
0.3%
-0.952572347266881
1
0.3%
-0.9389067524115756
1
0.3%
-0.9381028938906752
1
0.3%
-0.932475884244373
1
0.3%
-0.9324496143580691
5
1.4%
-0.9284565916398714
1
0.3%
-0.9268488745980707
1
0.3%
-0.9264338103944686
1
0.3%
-0.920890864384339
3
0.9%
-0.9093321144106088
8
2.3%
-0.8977733644368787
11
3.1%
-0.8971954269381922
1
0.3%
-0.8862146144631486
2
0.6%
LARGEST VALUES
1.0
266
75.6%
-0.6781571149360066
2
0.6%
-0.6810468024294392
1
0.3%
-0.6897158649097367
1
0.3%
-0.7012746148834668
3
0.9%
-0.7590683647521174
1
0.3%
-0.7706271147258474
2
0.6%
-0.7821858646995776
1
0.3%
-0.7937446146733077
3
0.9%
-0.8053033646470378
3
0.9%
-0.8087709896391568
1
0.3%
-0.816862114620768
4
1.1%
-0.828420864594498
4
1.1%
-0.8399796145682281
2
0.6%
-0.8515383645419583
4
1.1%
LEUKOCYTES_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN
0.96
PLATELETS_MEAN
0.40
LINFOCITOS_MEAN
0.26
PCR_MEAN
0.23
POTASSIUM_MEAN
0.19
HEART_RATE_MEAN
0.18
UREA_MEAN
0.16
FFA_MEAN
0.15
GGT_MEAN
0.12
HEMATOCRITE_MEAN
0.11
TGP_MEAN
0.11
CREATININ_MEAN
0.11
HEMOGLOBIN_MEAN
0.10
RESPIRATORY_RATE_MEAN
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLAST_MEAN
0.33
P02_ARTERIAL_MEAN
0.19
BIC_ARTERIAL_MEAN
0.19
PH_ARTERIAL_MEAN
0.18
AGE_PERCENTIL
0.17
ICU
0.12
PC02_ARTERIAL_MEAN
0.10
OTHER
0.09
IMMUNOCOMPROMISED
0.09
SAT02_ARTERIAL_MEAN
0.07
BE_ARTERIAL_MEAN
0.07
GENDER
0.03
HTN
0.03
DISEASE GROUPING 4
0.03
MOST FREQUENT VALUES
-0.7350328312089609
5
1.4%
-0.84318269602163
4
1.1%
-0.831981460023175
4
1.1%
-0.8760139049826188
3
0.9%
-0.798764001544998
3
0.9%
-0.8574739281575897
3
0.9%
-0.7941290073387408
3
0.9%
-0.8146002317497103
3
0.9%
-0.8335264580919273
3
0.9%
-0.8597914252607184
3
0.9%
-0.8366164542294321
3
0.9%
-0.8679026651216686
3
0.9%
-0.9273850907686365
2
0.6%
-0.6519891850135187
2
0.6%
-0.8192352259559675
2
0.6%
SMALLEST VALUES
-0.9999999999999999
1
0.3%
-0.9984550019312475
1
0.3%
-0.9447663190421012
1
0.3%
-0.9335650830436462
1
0.3%
-0.933178833526458
1
0.3%
-0.9273850907686365
2
0.6%
-0.9269988412514484
1
0.3%
-0.9246813441483197
1
0.3%
-0.9239088451139436
1
0.3%
-0.9161838547701815
1
0.3%
-0.9115488605639243
2
0.6%
-0.9111626110467361
1
0.3%
-0.91039011201236
1
0.3%
-0.9053688682889146
1
0.3%
-0.9022788721514098
1
0.3%
LARGEST VALUES
-0.02047122441096949
1
0.3%
-0.2000772499034376
1
0.3%
-0.2170722286597142
1
0.3%
-0.2298184627269215
1
0.3%
-0.2893008883738895
1
0.3%
-0.3526458091927385
1
0.3%
-0.3680957898802626
1
0.3%
-0.3827732715334106
1
0.3%
-0.4978756276554654
1
0.3%
-0.5083043646195442
1
0.3%
-0.5125531093086133
1
0.3%
-0.5256855928930089
1
0.3%
-0.541521823097721
1
0.3%
-0.5473155658555426
1
0.3%
-0.5492468134414832
1
0.3%
LINFOCITOS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SODIUM_MEAN
0.35
PLATELETS_MEAN
0.34
PCR_MEAN
-0.27
LEUKOCYTES_MEAN
0.26
TEMPERATURE_MEAN
-0.17
HEMATOCRITE_MEAN
0.15
CALCIUM_MEAN
0.15
ALBUMIN_MEAN
0.13
HEMOGLOBIN_MEAN
0.13
POTASSIUM_MEAN
0.10
INR_MEAN
-0.10
DIMER_MEAN
-0.09
PC02_VENOUS_MEAN
0.09
BLOODPRESSURE_DIASTOLIC_MEAN
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.26
BLAST_MEAN
0.19
ICU
0.17
AGE_ABOVE65
0.15
P02_ARTERIAL_MEAN
0.11
PH_ARTERIAL_MEAN
0.11
DISEASE GROUPING 6
0.10
SAT02_ARTERIAL_MEAN
0.09
PC02_ARTERIAL_MEAN
0.09
BIC_ARTERIAL_MEAN
0.09
DISEASE GROUPING 4
0.09
DISEASE GROUPING 5
0.09
IMMUNOCOMPROMISED
0.08
GENDER
0.06
MOST FREQUENT VALUES
-0.8070539419087137
8
2.3%
-0.8506224066390041
8
2.3%
-0.8215767634854771
7
2.0%
-0.7987551867219916
7
2.0%
-0.6141078838174274
6
1.7%
-0.8464730290456431
6
1.7%
-0.8589211618257261
6
1.7%
-0.8174273858921162
6
1.7%
-0.8360995850622406
6
1.7%
-0.8941908713692945
6
1.7%
-0.8817427385892116
5
1.4%
-0.6680497925311203
5
1.4%
-0.8443983402489627
5
1.4%
-0.7925311203319502
5
1.4%
-0.7240663900414938
5
1.4%
SMALLEST VALUES
-1.0
1
0.3%
-0.9937759336099585
1
0.3%
-0.9771784232365145
1
0.3%
-0.975103734439834
1
0.3%
-0.9647302904564315
1
0.3%
-0.9564315352697095
1
0.3%
-0.946058091286307
1
0.3%
-0.9377593360995851
1
0.3%
-0.9356846473029046
2
0.6%
-0.925311203319502
4
1.1%
-0.9232365145228215
2
0.6%
-0.921161825726141
2
0.6%
-0.9190871369294605
1
0.3%
-0.91701244813278
1
0.3%
-0.9149377593360996
2
0.6%
LARGEST VALUES
0.08091286307053935
1
0.3%
-0.2136929460580913
1
0.3%
-0.2510373443983402
1
0.3%
-0.2800829875518672
1
0.3%
-0.2883817427385892
1
0.3%
-0.3174273858921162
1
0.3%
-0.3402489626556017
1
0.3%
-0.3423236514522822
1
0.3%
-0.3983402489626556
1
0.3%
-0.4004149377593361
1
0.3%
-0.4024896265560166
1
0.3%
-0.4128630705394191
1
0.3%
-0.4273858921161826
1
0.3%
-0.4356846473029046
1
0.3%
-0.4377593360995851
1
0.3%
NEUTROPHILES_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LEUKOCYTES_MEAN
0.96
PLATELETS_MEAN
0.33
PCR_MEAN
0.32
HEART_RATE_MEAN
0.20
POTASSIUM_MEAN
0.17
UREA_MEAN
0.17
FFA_MEAN
0.14
GGT_MEAN
0.12
SODIUM_MEAN
-0.12
CREATININ_MEAN
0.12
TGP_MEAN
0.12
INR_MEAN
0.11
P02_VENOUS_MEAN
0.11
RESPIRATORY_RATE_MEAN
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLAST_MEAN
0.35
P02_ARTERIAL_MEAN
0.20
BIC_ARTERIAL_MEAN
0.19
PH_ARTERIAL_MEAN
0.19
ICU
0.17
AGE_PERCENTIL
0.17
PC02_ARTERIAL_MEAN
0.12
OTHER
0.10
IMMUNOCOMPROMISED
0.08
SAT02_ARTERIAL_MEAN
0.07
BE_ARTERIAL_MEAN
0.06
DISEASE GROUPING 6
0.04
GENDER
0.04
DISEASE GROUPING 3
0.04
MOST FREQUENT VALUES
-0.9131652661064427
6
1.7%
-0.8128394214828789
5
1.4%
-0.9143657462985194
4
1.1%
-0.9067627050820328
3
0.9%
-0.9223689475790317
3
0.9%
-0.8463385354141657
3
0.9%
-0.8883553421368547
3
0.9%
-0.8471388555422169
3
0.9%
-0.9203681472589036
3
0.9%
-0.8443377350940376
3
0.9%
-0.8479391756702681
3
0.9%
-0.9039615846338536
3
0.9%
-0.8687474989995999
3
0.9%
-0.9015606242497
3
0.9%
-0.8967587034813926
3
0.9%
SMALLEST VALUES
-1.0
1
0.3%
-0.9963985594237695
1
0.3%
-0.985594237695078
1
0.3%
-0.9759903961584634
1
0.3%
-0.9719887955182073
1
0.3%
-0.9687875150060025
1
0.3%
-0.9651860744297719
1
0.3%
-0.9611844737895159
1
0.3%
-0.9607843137254902
1
0.3%
-0.9567827130852341
2
0.6%
-0.9555822328931572
1
0.3%
-0.952781112444978
1
0.3%
-0.9503801520608244
1
0.3%
-0.9475790316126451
1
0.3%
-0.9459783913565426
1
0.3%
LARGEST VALUES
-0.07002801120448188
1
0.3%
-0.2216886754701881
1
0.3%
-0.2781112444977992
1
0.3%
-0.2893157262905163
1
0.3%
-0.3365346138455383
1
0.3%
-0.4129651860744299
1
0.3%
-0.4149659863945578
1
0.3%
-0.4185674269707884
1
0.3%
-0.5406162464985995
1
0.3%
-0.5422168867547019
1
0.3%
-0.5822328931572629
1
0.3%
-0.5978391356542618
1
0.3%
-0.6038415366146459
1
0.3%
-0.6062424969987996
1
0.3%
-0.6146458583433374
1
0.3%
P02_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
-0.1707317073170731
345
98%
156
45%
0.02439024390243905
1
0%
1
100%
-0.524390243902439
1
0%
1
100%
-0.8048780487804879
1
0%
1
100%
0.7317073170731707
1
0%
1
100%
-0.1097560975609755
1
0%
1
100%
-0.8780487804878049
1
0%
1
100%
-1.0
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
P02_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
BE_ARTERIAL_MEAN
1.00
BIC_ARTERIAL_MEAN
1.00
PC02_ARTERIAL_MEAN
1.00
PH_ARTERIAL_MEAN
1.00
SAT02_ARTERIAL_MEAN
1.00
HTN
0.03
OTHER
0.03
DISEASE GROUPING 3
0.03
ICU
0.02
AGE_ABOVE65
0.02
AGE_PERCENTIL
0.02
GENDER
0.02
IMMUNOCOMPROMISED
0.02
DISEASE GROUPING 5
0.01

THESE FEATURES
GIVE INFORMATION
ON P02_ARTERIAL_MEAN:
PH_ARTERIAL_MEAN
0.97
PC02_ARTERIAL_MEAN
0.90
BIC_ARTERIAL_MEAN
0.71
SAT02_ARTERIAL_MEAN
0.71
BE_ARTERIAL_MEAN
0.43
AGE_PERCENTIL
0.35
HTN
0.12
ICU
0.11
AGE_ABOVE65
0.11
OTHER
0.09
GENDER
0.09
DISEASE GROUPING 3
0.06
IMMUNOCOMPROMISED
0.06
DISEASE GROUPING 5
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
CORRELATION RATIO WITH...
OXYGEN_SATURATION_MEAN
0.68
ALBUMIN_MEAN
0.31
CREATININ_MEAN
0.31
HEART_RATE_MEAN
0.27
BLOODPRESSURE_SISTOLIC_MEAN
0.26
BLOODPRESSURE_DIASTOLIC_MEAN
0.26
RESPIRATORY_RATE_MEAN
0.24
NEUTROPHILES_MEAN
0.20
BE_VENOUS_MEAN
0.20
LACTATE_MEAN
0.20
LEUKOCYTES_MEAN
0.19
HEMOGLOBIN_MEAN
0.17
GGT_MEAN
0.17
UREA_MEAN
0.17
P02_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
SAT02_VENOUS_MEAN
0.81
PC02_VENOUS_MEAN
-0.40
PH_VENOUS_MEAN
0.28
BIC_VENOUS_MEAN
-0.26
NEUTROPHILES_MEAN
0.11
HEART_RATE_MEAN
0.11
LINFOCITOS_MEAN
-0.08
LEUKOCYTES_MEAN
0.08
GLUCOSE_MEAN
0.08
PATIENT_VISIT_IDENTIFIER
-0.06
SODIUM_MEAN
-0.06
CALCIUM_MEAN
-0.05
POTASSIUM_MEAN
-0.05
TGO_MEAN
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.15
P02_ARTERIAL_MEAN
0.09
BIC_ARTERIAL_MEAN
0.09
PH_ARTERIAL_MEAN
0.08
SAT02_ARTERIAL_MEAN
0.08
BE_ARTERIAL_MEAN
0.08
DISEASE GROUPING 1
0.07
IMMUNOCOMPROMISED
0.06
GENDER
0.06
DISEASE GROUPING 6
0.05
DISEASE GROUPING 2
0.05
PC02_ARTERIAL_MEAN
0.04
DISEASE GROUPING 5
0.03
HTN
0.02
MOST FREQUENT VALUES
-0.7041420118343196
243
69.0%
-0.6094674556213018
6
1.7%
-0.8698224852071006
5
1.4%
-0.5621301775147929
5
1.4%
-0.834319526627219
5
1.4%
-0.5147928994082841
5
1.4%
-0.9171597633136095
5
1.4%
-0.8579881656804734
4
1.1%
-0.727810650887574
4
1.1%
-0.9408284023668639
4
1.1%
-0.8461538461538463
4
1.1%
-0.9289940828402368
4
1.1%
-0.5857988165680473
4
1.1%
-0.5976331360946746
4
1.1%
-0.893491124260355
3
0.9%
SMALLEST VALUES
-1.0
1
0.3%
-0.9881656804733728
2
0.6%
-0.9526627218934911
2
0.6%
-0.9408284023668639
4
1.1%
-0.9289940828402368
4
1.1%
-0.9171597633136095
5
1.4%
-0.893491124260355
3
0.9%
-0.8816568047337279
1
0.3%
-0.8698224852071006
5
1.4%
-0.8579881656804734
4
1.1%
-0.8461538461538463
4
1.1%
-0.834319526627219
5
1.4%
-0.8224852071005917
2
0.6%
-0.8106508875739645
1
0.3%
-0.7869822485207101
2
0.6%
LARGEST VALUES
0.3727810650887573
1
0.3%
0.04142011834319526
1
0.3%
0.0177514792899407
1
0.3%
-0.2071005917159764
1
0.3%
-0.2544378698224853
1
0.3%
-0.2899408284023669
1
0.3%
-0.349112426035503
1
0.3%
-0.3727810650887574
1
0.3%
-0.4082840236686391
1
0.3%
-0.4437869822485208
2
0.6%
-0.4674556213017752
1
0.3%
-0.4792899408284024
1
0.3%
-0.4911242603550297
1
0.3%
-0.5147928994082841
5
1.4%
-0.5384615384615385
1
0.3%
PC02_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
-0.7793103448275862
345
98%
156
45%
-0.7931034482758621
3
1%
3
100%
-0.7379310344827587
2
1%
2
100%
-0.8206896551724138
1
0%
1
100%
-0.9586206896551724
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PC02_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
P02_ARTERIAL_MEAN
0.90
PH_ARTERIAL_MEAN
0.90
BIC_ARTERIAL_MEAN
0.86
SAT02_ARTERIAL_MEAN
0.86
BE_ARTERIAL_MEAN
0.84
DISEASE GROUPING 3
0.03
ICU
0.02
AGE_ABOVE65
0.02
OTHER
0.02
AGE_PERCENTIL
0.01
HTN
0.01
GENDER
0.01
IMMUNOCOMPROMISED
0.01
DISEASE GROUPING 5
0.01

THESE FEATURES
GIVE INFORMATION
ON PC02_ARTERIAL_MEAN:
P02_ARTERIAL_MEAN
1.00
PH_ARTERIAL_MEAN
0.97
BIC_ARTERIAL_MEAN
0.68
SAT02_ARTERIAL_MEAN
0.68
BE_ARTERIAL_MEAN
0.40
AGE_PERCENTIL
0.28
ICU
0.13
AGE_ABOVE65
0.12
DISEASE GROUPING 3
0.07
OTHER
0.06
HTN
0.06
GENDER
0.06
IMMUNOCOMPROMISED
0.03
DISEASE GROUPING 5
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PC02_ARTERIAL_MEAN
CORRELATION RATIO WITH...
OXYGEN_SATURATION_MEAN
0.64
CREATININ_MEAN
0.30
BLOODPRESSURE_DIASTOLIC_MEAN
0.26
BLOODPRESSURE_SISTOLIC_MEAN
0.25
RESPIRATORY_RATE_MEAN
0.24
HEART_RATE_MEAN
0.24
ALBUMIN_MEAN
0.21
LACTATE_MEAN
0.18
UREA_MEAN
0.14
BE_VENOUS_MEAN
0.13
SODIUM_MEAN
0.13
NEUTROPHILES_MEAN
0.12
HEMOGLOBIN_MEAN
0.12
GGT_MEAN
0.11
PC02_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BIC_VENOUS_MEAN
0.69
PH_VENOUS_MEAN
-0.66
SAT02_VENOUS_MEAN
-0.44
P02_VENOUS_MEAN
-0.40
SODIUM_MEAN
0.30
GLUCOSE_MEAN
-0.18
PCR_MEAN
-0.16
GGT_MEAN
-0.13
TGO_MEAN
-0.11
ALBUMIN_MEAN
0.11
LACTATE_MEAN
0.10
LINFOCITOS_MEAN
0.09
BLOODPRESSURE_SISTOLIC_MEAN
0.09
TGP_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.16
ICU
0.16
DISEASE GROUPING 5
0.10
DISEASE GROUPING 1
0.08
HTN
0.07
P02_ARTERIAL_MEAN
0.07
BIC_ARTERIAL_MEAN
0.07
PH_ARTERIAL_MEAN
0.07
PC02_ARTERIAL_MEAN
0.06
GENDER
0.06
SAT02_ARTERIAL_MEAN
0.05
BE_ARTERIAL_MEAN
0.04
DISEASE GROUPING 6
0.04
IMMUNOCOMPROMISED
0.04
MOST FREQUENT VALUES
-0.7546012269938651
247
70.2%
-0.8404907975460123
11
3.1%
-0.7791411042944786
10
2.8%
-0.8282208588957056
7
2.0%
-0.7668711656441718
6
1.7%
-0.8159509202453988
6
1.7%
-0.7423312883435583
5
1.4%
-0.6441717791411044
5
1.4%
-0.8650306748466259
4
1.1%
-0.7300613496932516
4
1.1%
-0.8895705521472393
4
1.1%
-0.9263803680981596
4
1.1%
-0.9018404907975461
4
1.1%
-0.6809815950920246
4
1.1%
-0.7914110429447854
3
0.9%
SMALLEST VALUES
-1.0
2
0.6%
-0.9509202453987731
1
0.3%
-0.9263803680981596
4
1.1%
-0.9141104294478528
2
0.6%
-0.9018404907975461
4
1.1%
-0.8895705521472393
4
1.1%
-0.8773006134969326
3
0.9%
-0.8650306748466259
4
1.1%
-0.8527607361963191
3
0.9%
-0.8404907975460123
11
3.1%
-0.8282208588957056
7
2.0%
-0.8159509202453988
6
1.7%
-0.803680981595092
2
0.6%
-0.7914110429447854
3
0.9%
-0.7791411042944786
10
2.8%
LARGEST VALUES
-0.5460122699386504
1
0.3%
-0.5950920245398773
1
0.3%
-0.6196319018404909
3
0.9%
-0.6441717791411044
5
1.4%
-0.6687116564417178
3
0.9%
-0.6809815950920246
4
1.1%
-0.6932515337423314
3
0.9%
-0.7055214723926381
2
0.6%
-0.7177914110429449
2
0.6%
-0.7300613496932516
4
1.1%
-0.7423312883435583
5
1.4%
-0.7546012269938651
247
70.2%
-0.7668711656441718
6
1.7%
-0.7791411042944786
10
2.8%
-0.7914110429447854
3
0.9%
PCR_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NEUTROPHILES_MEAN
0.32
GGT_MEAN
0.27
LINFOCITOS_MEAN
-0.27
SODIUM_MEAN
-0.23
LEUKOCYTES_MEAN
0.23
FFA_MEAN
0.22
TEMPERATURE_MEAN
0.18
RESPIRATORY_RATE_MEAN
0.17
PC02_VENOUS_MEAN
-0.16
LACTATE_MEAN
-0.14
UREA_MEAN
0.13
OXYGEN_SATURATION_MEAN
-0.12
CALCIUM_MEAN
-0.12
HEMATOCRITE_MEAN
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ICU
0.30
AGE_PERCENTIL
0.23
GENDER
0.17
P02_ARTERIAL_MEAN
0.12
PH_ARTERIAL_MEAN
0.12
SAT02_ARTERIAL_MEAN
0.11
PC02_ARTERIAL_MEAN
0.07
OTHER
0.07
BIC_ARTERIAL_MEAN
0.07
DISEASE GROUPING 1
0.07
AGE_ABOVE65
0.07
BLAST_MEAN
0.05
DISEASE GROUPING 6
0.04
DISEASE GROUPING 5
0.03
MOST FREQUENT VALUES
-0.9822306238185257
17
4.8%
-0.9977315689981098
4
1.1%
-0.9988657844990549
3
0.9%
-0.9852551984877128
3
0.9%
-0.9992438563327033
3
0.9%
-0.9890359168241967
3
0.9%
-0.993194706994329
3
0.9%
-0.9909262759924387
3
0.9%
-0.9973534971644613
3
0.9%
-0.9871455576559547
3
0.9%
-0.9965973534971646
3
0.9%
-0.9103969754253309
3
0.9%
-0.1780718336483933
2
0.6%
-0.7981096408317581
2
0.6%
-0.8706994328922496
2
0.6%
SMALLEST VALUES
-1.0
1
0.3%
-0.9996219281663518
1
0.3%
-0.9992438563327033
3
0.9%
-0.9988657844990549
3
0.9%
-0.9977315689981098
4
1.1%
-0.9973534971644613
3
0.9%
-0.996975425330813
2
0.6%
-0.9965973534971646
3
0.9%
-0.9962192816635161
1
0.3%
-0.9947069943289226
1
0.3%
-0.9943289224952742
2
0.6%
-0.993194706994329
3
0.9%
-0.9928166351606806
2
0.6%
-0.9924385633270323
2
0.6%
-0.9920604914933838
2
0.6%
LARGEST VALUES
0.5353497164461247
1
0.3%
0.3175803402646502
1
0.3%
0.2102079395085066
1
0.3%
0.07485822306238177
1
0.3%
-0.03440453686200384
1
0.3%
-0.1160680529300568
1
0.3%
-0.1425330812854443
1
0.3%
-0.1780718336483933
2
0.6%
-0.2109640831758035
1
0.3%
-0.2657844990548205
1
0.3%
-0.2669187145557657
1
0.3%
-0.2680529300567108
1
0.3%
-0.2748582230623819
1
0.3%
-0.2986767485822308
1
0.3%
-0.310396975425331
1
0.3%
PH_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
0.234042553191486
345
98%
156
45%
0.3617021276595729
2
1%
2
100%
-0.4893617021276597
1
0%
1
100%
0.4042553191489375
1
0%
1
100%
0.021276595744677
1
0%
1
100%
0.1914893617021249
1
0%
1
100%
0.2340425531914896
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PH_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
P02_ARTERIAL_MEAN
0.97
PC02_ARTERIAL_MEAN
0.97
BIC_ARTERIAL_MEAN
0.96
SAT02_ARTERIAL_MEAN
0.96
BE_ARTERIAL_MEAN
0.93
DISEASE GROUPING 3
0.03
HTN
0.03
ICU
0.02
AGE_ABOVE65
0.02
OTHER
0.02
AGE_PERCENTIL
0.02
GENDER
0.02
IMMUNOCOMPROMISED
0.01
DISEASE GROUPING 5
0.01

THESE FEATURES
GIVE INFORMATION
ON PH_ARTERIAL_MEAN:
P02_ARTERIAL_MEAN
1.00
PC02_ARTERIAL_MEAN
0.90
BIC_ARTERIAL_MEAN
0.71
SAT02_ARTERIAL_MEAN
0.71
BE_ARTERIAL_MEAN
0.41
AGE_PERCENTIL
0.33
ICU
0.12
AGE_ABOVE65
0.11
HTN
0.10
GENDER
0.09
OTHER
0.07
DISEASE GROUPING 3
0.06
IMMUNOCOMPROMISED
0.03
DISEASE GROUPING 5
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PH_ARTERIAL_MEAN
CORRELATION RATIO WITH...
OXYGEN_SATURATION_MEAN
0.68
HEART_RATE_MEAN
0.27
BLOODPRESSURE_SISTOLIC_MEAN
0.26
BLOODPRESSURE_DIASTOLIC_MEAN
0.25
RESPIRATORY_RATE_MEAN
0.23
ALBUMIN_MEAN
0.23
CREATININ_MEAN
0.21
NEUTROPHILES_MEAN
0.19
LEUKOCYTES_MEAN
0.18
LACTATE_MEAN
0.18
HEMOGLOBIN_MEAN
0.17
HEMATOCRITE_MEAN
0.16
CALCIUM_MEAN
0.15
PATIENT_VISIT_IDENTIFIER
0.14
PH_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PC02_VENOUS_MEAN
-0.66
BE_VENOUS_MEAN
0.42
SAT02_VENOUS_MEAN
0.31
P02_VENOUS_MEAN
0.28
CALCIUM_MEAN
-0.21
POTASSIUM_MEAN
-0.18
LACTATE_MEAN
-0.18
SODIUM_MEAN
-0.18
TGP_MEAN
0.17
GLUCOSE_MEAN
0.14
TGO_MEAN
0.14
INR_MEAN
0.14
ALBUMIN_MEAN
-0.12
TEMPERATURE_MEAN
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.18
ICU
0.10
DISEASE GROUPING 6
0.09
DISEASE GROUPING 3
0.09
AGE_ABOVE65
0.09
OTHER
0.06
HTN
0.06
IMMUNOCOMPROMISED
0.05
P02_ARTERIAL_MEAN
0.05
BIC_ARTERIAL_MEAN
0.05
DISEASE GROUPING 1
0.05
DISEASE GROUPING 5
0.05
SAT02_ARTERIAL_MEAN
0.05
BE_ARTERIAL_MEAN
0.04
MOST FREQUENT VALUES
0.3636363636363633
249
70.7%
0.3333333333333321
10
2.8%
0.3939393939393945
10
2.8%
0.4545454545454568
10
2.8%
0.4242424242424256
10
2.8%
0.5151515151515156
8
2.3%
0.4848484848484844
7
2.0%
0.5757575757575779
6
1.7%
0.3030303030303045
5
1.4%
0.5454545454545467
5
1.4%
0.6060606060606055
5
1.4%
0.1818181818181834
4
1.1%
0.212121212121211
4
1.1%
0.1515151515151487
3
0.9%
0.6363636363636367
3
0.9%
SMALLEST VALUES
-0.09090909090908994
1
0.3%
0.06060606060606233
2
0.6%
0.1515151515151487
3
0.9%
0.1818181818181834
4
1.1%
0.212121212121211
4
1.1%
0.2424242424242422
1
0.3%
0.2727272727272734
3
0.9%
0.3030303030303045
5
1.4%
0.3333333333333321
10
2.8%
0.3636363636363633
249
70.7%
0.3939393939393945
10
2.8%
0.4242424242424256
10
2.8%
0.4545454545454568
10
2.8%
0.4848484848484844
7
2.0%
0.5151515151515156
8
2.3%
LARGEST VALUES
1.0
1
0.3%
0.8484848484848477
1
0.3%
0.8181818181818201
1
0.3%
0.7272727272727266
1
0.3%
0.696969696969699
1
0.3%
0.6666666666666679
1
0.3%
0.6363636363636367
3
0.9%
0.6060606060606055
5
1.4%
0.5757575757575779
6
1.7%
0.5454545454545467
5
1.4%
0.5151515151515156
8
2.3%
0.4848484848484844
7
2.0%
0.4545454545454568
10
2.8%
0.4242424242424256
10
2.8%
0.3939393939393945
10
2.8%
PLATELETS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LEUKOCYTES_MEAN
0.40
LINFOCITOS_MEAN
0.34
NEUTROPHILES_MEAN
0.33
BILLIRUBIN_MEAN
-0.13
UREA_MEAN
-0.12
TEMPERATURE_MEAN
-0.12
BLOODPRESSURE_DIASTOLIC_MEAN
0.12
SODIUM_MEAN
0.11
GGT_MEAN
0.10
DIMER_MEAN
-0.08
PCR_MEAN
0.08
POTASSIUM_MEAN
0.07
GLUCOSE_MEAN
-0.07
CREATININ_MEAN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
BLAST_MEAN
0.26
AGE_PERCENTIL
0.22
AGE_ABOVE65
0.16
P02_ARTERIAL_MEAN
0.15
BIC_ARTERIAL_MEAN
0.14
PH_ARTERIAL_MEAN
0.13
SAT02_ARTERIAL_MEAN
0.11
PC02_ARTERIAL_MEAN
0.10
GENDER
0.07
DISEASE GROUPING 2
0.07
IMMUNOCOMPROMISED
0.07
BE_ARTERIAL_MEAN
0.07
ICU
0.05
DISEASE GROUPING 6
0.05
MOST FREQUENT VALUES
-0.6154873164218957
7
2.0%
-0.5834445927903871
7
2.0%
-0.5166889185580773
6
1.7%
-0.5620827770360479
5
1.4%
-0.6421895861148197
5
1.4%
-0.6395193591455273
5
1.4%
-0.6128170894526034
5
1.4%
-0.5300400534045393
4
1.1%
-0.4152202937249665
4
1.1%
-0.7329773030707609
4
1.1%
-0.5380507343124165
4
1.1%
-0.7303070761014685
4
1.1%
-0.6528704939919892
4
1.1%
-0.5941255006675566
4
1.1%
-0.4579439252336447
4
1.1%
SMALLEST VALUES
-0.9999999999999999
1
0.3%
-0.9813084112149532
1
0.3%
-0.9038718291054739
1
0.3%
-0.8958611481975967
1
0.3%
-0.8744993324432576
2
0.6%
-0.8451268357810413
1
0.3%
-0.8264352469959946
1
0.3%
-0.8184245660881174
1
0.3%
-0.8104138851802403
2
0.6%
-0.802403204272363
1
0.3%
-0.7997329773030707
1
0.3%
-0.7863818424566087
1
0.3%
-0.781041388518024
2
0.6%
-0.7783711615487315
2
0.6%
-0.7757009345794392
1
0.3%
LARGEST VALUES
0.2576769025367158
1
0.3%
0.2283044058744994
1
0.3%
0.04138851802403209
1
0.3%
0.02002670226969316
2
0.6%
-0.02002670226969272
1
0.3%
-0.05473965287049387
1
0.3%
-0.05740987983978618
1
0.3%
-0.09212283044058733
1
0.3%
-0.1642189586114818
2
0.6%
-0.172229639519359
1
0.3%
-0.1748998664886514
1
0.3%
-0.1829105473965286
1
0.3%
-0.185580774365821
1
0.3%
-0.1962616822429906
1
0.3%
-0.20694259012016
1
0.3%
POTASSIUM_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
UREA_MEAN
0.20
LEUKOCYTES_MEAN
0.19
PH_VENOUS_MEAN
-0.18
CREATININ_MEAN
0.17
NEUTROPHILES_MEAN
0.17
SAT02_VENOUS_MEAN
-0.11
TGP_MEAN
-0.11
TEMPERATURE_MEAN
-0.11
PATIENT_VISIT_IDENTIFIER
0.10
RESPIRATORY_RATE_MEAN
0.10
LINFOCITOS_MEAN
0.10
TGO_MEAN
-0.09
ALBUMIN_MEAN
0.09
BIC_VENOUS_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.28
HTN
0.19
DISEASE GROUPING 5
0.16
ICU
0.16
AGE_ABOVE65
0.16
DISEASE GROUPING 3
0.15
GENDER
0.14
DISEASE GROUPING 1
0.11
BLAST_MEAN
0.08
DISEASE GROUPING 2
0.07
P02_ARTERIAL_MEAN
0.06
IMMUNOCOMPROMISED
0.06
PH_ARTERIAL_MEAN
0.05
BIC_ARTERIAL_MEAN
0.05
MOST FREQUENT VALUES
-0.4814814814814814
58
16.5%
-0.6666666666666667
31
8.8%
-0.5185185185185186
29
8.2%
-0.5555555555555556
28
8.0%
-0.5925925925925926
27
7.7%
-0.6296296296296298
25
7.1%
-0.7407407407407407
20
5.7%
-0.7037037037037037
18
5.1%
-0.4074074074074072
16
4.5%
-0.7777777777777779
16
4.5%
-0.4444444444444444
14
4.0%
-0.3703703703703705
13
3.7%
-0.3333333333333335
12
3.4%
-0.8148148148148149
11
3.1%
-0.8888888888888888
6
1.7%
SMALLEST VALUES
-1.0
1
0.3%
-0.962962962962963
3
0.9%
-0.925925925925926
1
0.3%
-0.8888888888888888
6
1.7%
-0.8518518518518519
6
1.7%
-0.8148148148148149
11
3.1%
-0.7777777777777779
16
4.5%
-0.7407407407407407
20
5.7%
-0.7037037037037037
18
5.1%
-0.6666666666666667
31
8.8%
-0.6296296296296298
25
7.1%
-0.5925925925925926
27
7.7%
-0.5555555555555556
28
8.0%
-0.5185185185185186
29
8.2%
-0.4814814814814814
58
16.5%
LARGEST VALUES
0.2222222222222223
1
0.3%
0.1481481481481484
2
0.6%
-0.03703703703703676
1
0.3%
-0.07407407407407418
1
0.3%
-0.1111111111111109
3
0.9%
-0.2222222222222221
2
0.6%
-0.2592592592592593
1
0.3%
-0.2962962962962963
6
1.7%
-0.3333333333333335
12
3.4%
-0.3703703703703705
13
3.7%
-0.4074074074074072
16
4.5%
-0.4444444444444444
14
4.0%
-0.4814814814814814
58
16.5%
-0.5185185185185186
29
8.2%
-0.5555555555555556
28
8.0%
SAT02_ARTERIAL_MEAN
MISSING:
---
TOP CATEGORIES
ICU
0.9393939393939394
347
99%
158
46%
0.09090909090909083
1
0%
1
100%
0.7272727272727275
1
0%
1
100%
-0.5757575757575757
1
0%
1
100%
1.0
1
0%
1
100%
-1.0
1
0%
1
100%
ALL
352
100%
163
46%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
SAT02_ARTERIAL_MEAN
PROVIDES INFORMATION ON...
BE_ARTERIAL_MEAN
1.00
P02_ARTERIAL_MEAN
0.71
PH_ARTERIAL_MEAN
0.71
PC02_ARTERIAL_MEAN
0.68
BIC_ARTERIAL_MEAN
0.60
HTN
0.02
AGE_ABOVE65
0.02
IMMUNOCOMPROMISED
0.02
ICU
0.02
OTHER
0.02
AGE_PERCENTIL
0.01
GENDER
0.01
DISEASE GROUPING 5
0.01
DISEASE GROUPING 1
0.00

THESE FEATURES
GIVE INFORMATION
ON SAT02_ARTERIAL_MEAN:
P02_ARTERIAL_MEAN
1.00
PH_ARTERIAL_MEAN
0.96
PC02_ARTERIAL_MEAN
0.86
BIC_ARTERIAL_MEAN
0.60
BE_ARTERIAL_MEAN
0.60
AGE_PERCENTIL
0.35
AGE_ABOVE65
0.12
HTN
0.11
ICU
0.11
GENDER
0.08
IMMUNOCOMPROMISED
0.07
OTHER
0.07
DISEASE GROUPING 5
0.02
DISEASE GROUPING 1
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
SAT02_ARTERIAL_MEAN
CORRELATION RATIO WITH...
OXYGEN_SATURATION_MEAN
0.31
ALBUMIN_MEAN
0.31
CREATININ_MEAN
0.30
BE_VENOUS_MEAN
0.20
LACTATE_MEAN
0.17
GGT_MEAN
0.17
HEMOGLOBIN_MEAN
0.17
UREA_MEAN
0.15
HEMATOCRITE_MEAN
0.15
HEART_RATE_MEAN
0.14
SODIUM_MEAN
0.14
BLOODPRESSURE_DIASTOLIC_MEAN
0.13
BIC_VENOUS_MEAN
0.12
CALCIUM_MEAN
0.12
SAT02_VENOUS_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
P02_VENOUS_MEAN
0.81
PC02_VENOUS_MEAN
-0.44
BIC_VENOUS_MEAN
-0.33
PH_VENOUS_MEAN
0.31
BE_VENOUS_MEAN
-0.22
POTASSIUM_MEAN
-0.11
LACTATE_MEAN
0.11
NEUTROPHILES_MEAN
0.11
LEUKOCYTES_MEAN
0.09
GLUCOSE_MEAN
0.08
HEART_RATE_MEAN
0.08
CALCIUM_MEAN
0.06
ALBUMIN_MEAN
0.06
INR_MEAN
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.18
DISEASE GROUPING 5
0.12
P02_ARTERIAL_MEAN
0.12
BIC_ARTERIAL_MEAN
0.12
PH_ARTERIAL_MEAN
0.12
SAT02_ARTERIAL_MEAN
0.12
BE_ARTERIAL_MEAN
0.11
OTHER
0.09
AGE_ABOVE65
0.09
ICU
0.07
PC02_ARTERIAL_MEAN
0.06
DISEASE GROUPING 6
0.04
GENDER
0.04
IMMUNOCOMPROMISED
0.04
MOST FREQUENT VALUES
0.345679012345679
239
67.9%
0.6296296296296295
5
1.4%
0.2839506172839505
5
1.4%
-0.4074074074074074
4
1.1%
0.654320987654321
4
1.1%
0.728395061728395
3
0.9%
-0.4567901234567902
3
0.9%
0.8024691358024689
3
0.9%
0.8518518518518519
3
0.9%
-0.9259259259259259
3
0.9%
-0.2345679012345678
3
0.9%
0.4814814814814814
3
0.9%
-0.7283950617283951
3
0.9%
0.7037037037037035
3
0.9%
0.4320987654320987
3
0.9%
SMALLEST VALUES
-1.0
1
0.3%
-0.9259259259259259
3
0.9%
-0.8024691358024691
1
0.3%
-0.7530864197530864
2
0.6%
-0.7283950617283951
3
0.9%
-0.7037037037037037
2
0.6%
-0.6790123456790124
1
0.3%
-0.6296296296296297
1
0.3%
-0.5802469135802469
1
0.3%
-0.5555555555555556
1
0.3%
-0.5308641975308642
1
0.3%
-0.5061728395061729
3
0.9%
-0.4814814814814815
1
0.3%
-0.4567901234567902
3
0.9%
-0.4320987654320987
1
0.3%
LARGEST VALUES
0.9999999999999998
1
0.3%
0.9753086419753088
1
0.3%
0.9506172839506173
2
0.6%
0.9012345679012344
1
0.3%
0.8765432098765429
2
0.6%
0.8518518518518519
3
0.9%
0.8271604938271604
1
0.3%
0.8024691358024689
3
0.9%
0.7777777777777779
2
0.6%
0.7530864197530864
1
0.3%
0.728395061728395
3
0.9%
0.7037037037037035
3
0.9%
0.679012345679012
1
0.3%
0.654320987654321
4
1.1%
0.6296296296296295
5
1.4%
SODIUM_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LINFOCITOS_MEAN
0.35
PC02_VENOUS_MEAN
0.30
PCR_MEAN
-0.23
BIC_VENOUS_MEAN
0.21
PH_VENOUS_MEAN
-0.18
CALCIUM_MEAN
0.18
GLUCOSE_MEAN
-0.14
HEMATOCRITE_MEAN
0.12
LACTATE_MEAN
0.12
RESPIRATORY_RATE_MEAN
-0.12
NEUTROPHILES_MEAN
-0.12
UREA_MEAN
-0.11
PLATELETS_MEAN
0.11
TEMPERATURE_MEAN
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.24
ICU
0.23
AGE_ABOVE65
0.15
P02_ARTERIAL_MEAN
0.15
PH_ARTERIAL_MEAN
0.14
SAT02_ARTERIAL_MEAN
0.14
PC02_ARTERIAL_MEAN
0.13
BLAST_MEAN
0.09
DISEASE GROUPING 2
0.09
DISEASE GROUPING 3
0.09
IMMUNOCOMPROMISED
0.09
BIC_ARTERIAL_MEAN
0.08
DISEASE GROUPING 1
0.08
BE_ARTERIAL_MEAN
0.07
MOST FREQUENT VALUES
-0.0857142857142863
44
12.5%
0.02857142857142847
41
11.6%
-0.2000000000000002
33
9.4%
-0.1428571428571432
32
9.1%
-0.02857142857142936
32
9.1%
0.06666666666666643
30
8.5%
0.08571428571428541
24
6.8%
-0.2571428571428571
20
5.7%
-0.3142857142857149
19
5.4%
0.1428571428571423
18
5.1%
-0.3714285714285719
16
4.5%
-0.4285714285714288
8
2.3%
0.1999999999999993
8
2.3%
-0.6000000000000005
7
2.0%
-0.5428571428571436
4
1.1%
SMALLEST VALUES
-0.8285714285714292
1
0.3%
-0.7714285714285714
1
0.3%
-0.7142857142857144
2
0.6%
-0.6571428571428575
3
0.9%
-0.6000000000000005
7
2.0%
-0.5428571428571436
4
1.1%
-0.4857142857142858
3
0.9%
-0.4285714285714288
8
2.3%
-0.3714285714285719
16
4.5%
-0.3142857142857149
19
5.4%
-0.2571428571428571
20
5.7%
-0.2000000000000002
33
9.4%
-0.1428571428571432
32
9.1%
-0.0857142857142863
44
12.5%
-0.02857142857142936
32
9.1%
LARGEST VALUES
1.0
1
0.3%
0.3714285714285719
1
0.3%
0.2571428571428562
4
1.1%
0.1999999999999993
8
2.3%
0.1428571428571423
18
5.1%
0.08571428571428541
24
6.8%
0.06666666666666643
30
8.5%
0.02857142857142847
41
11.6%
-0.02857142857142936
32
9.1%
-0.0857142857142863
44
12.5%
-0.1428571428571432
32
9.1%
-0.2000000000000002
33
9.4%
-0.2571428571428571
20
5.7%
-0.3142857142857149
19
5.4%
-0.3714285714285719
16
4.5%
TGO_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TGP_MEAN
0.81
BILLIRUBIN_MEAN
0.39
FFA_MEAN
0.37
ALBUMIN_MEAN
-0.26
GGT_MEAN
0.18
PH_VENOUS_MEAN
0.14
PC02_VENOUS_MEAN
-0.11
CALCIUM_MEAN
-0.11
LACTATE_MEAN
-0.10
BLOODPRESSURE_SISTOLIC_MEAN
-0.09
LINFOCITOS_MEAN
-0.09
POTASSIUM_MEAN
-0.09
INR_MEAN
0.09
BLOODPRESSURE_DIASTOLIC_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.15
IMMUNOCOMPROMISED
0.14
ICU
0.07
GENDER
0.07
AGE_ABOVE65
0.05
HTN
0.05
DISEASE GROUPING 1
0.04
OTHER
0.03
DISEASE GROUPING 6
0.03
DISEASE GROUPING 5
0.03
DISEASE GROUPING 3
0.02
P02_ARTERIAL_MEAN
0.02
SAT02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
MOST FREQUENT VALUES
-0.9954278249510125
80
22.7%
-0.9973873285434357
20
5.7%
-0.9966408509844172
15
4.3%
-0.9962676122049081
15
4.3%
-0.9968274703741719
13
3.7%
-0.9970140897639265
11
3.1%
-0.9957077540356443
9
2.6%
-0.9955211346458896
9
2.6%
-0.9945880376971167
8
2.3%
-0.9964542315946626
8
2.3%
-0.9972007091536811
8
2.3%
-0.9960809928151535
7
2.0%
-0.9981338061024541
7
2.0%
-0.9979471867126994
7
2.0%
-0.9977605673229448
7
2.0%
SMALLEST VALUES
-1.0
1
0.3%
-0.9996267612204908
1
0.3%
-0.999066903051227
2
0.6%
-0.9988802836614724
2
0.6%
-0.9986936642717178
6
1.7%
-0.9985070448819632
5
1.4%
-0.9983204254922087
6
1.7%
-0.9981338061024541
7
2.0%
-0.9979471867126994
7
2.0%
-0.9977605673229448
7
2.0%
-0.9975739479331902
4
1.1%
-0.9973873285434357
20
5.7%
-0.9972007091536811
8
2.3%
-0.9970140897639265
11
3.1%
-0.9968274703741719
13
3.7%
LARGEST VALUES
-0.6939442008024634
1
0.3%
-0.918820565456751
1
0.3%
-0.925725482877671
1
0.3%
-0.9507324811047868
1
0.3%
-0.9637958383876084
1
0.3%
-0.9645423159466269
1
0.3%
-0.977419053839694
1
0.3%
-0.9776056732294486
1
0.3%
-0.9787253895679761
2
0.6%
-0.9798451059065036
1
0.3%
-0.9807782028552766
1
0.3%
-0.9854436875991416
1
0.3%
-0.9861901651581599
1
0.3%
-0.9867500233274237
1
0.3%
-0.9884295978352151
1
0.3%
TGP_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TGO_MEAN
0.81
FFA_MEAN
0.26
BILLIRUBIN_MEAN
0.24
ALBUMIN_MEAN
-0.22
PH_VENOUS_MEAN
0.17
BE_VENOUS_MEAN
0.14
GGT_MEAN
0.14
NEUTROPHILES_MEAN
0.12
UREA_MEAN
0.11
POTASSIUM_MEAN
-0.11
LEUKOCYTES_MEAN
0.11
LACTATE_MEAN
-0.09
CALCIUM_MEAN
-0.09
PCR_MEAN
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
GENDER
0.15
AGE_PERCENTIL
0.14
IMMUNOCOMPROMISED
0.12
DISEASE GROUPING 1
0.08
HTN
0.06
DISEASE GROUPING 5
0.05
P02_ARTERIAL_MEAN
0.04
SAT02_ARTERIAL_MEAN
0.04
AGE_ABOVE65
0.04
DISEASE GROUPING 6
0.03
PH_ARTERIAL_MEAN
0.03
BLAST_MEAN
0.03
BE_ARTERIAL_MEAN
0.03
BIC_ARTERIAL_MEAN
0.03
MOST FREQUENT VALUES
-0.9866615853658536
82
23.3%
-0.9958079268292682
14
4.0%
-0.995045731707317
12
3.4%
-0.9946646341463414
11
3.1%
-0.9961890243902438
10
2.8%
-0.9954268292682926
10
2.8%
-0.9939024390243901
10
2.8%
-0.9935213414634145
9
2.6%
-0.9965701219512194
9
2.6%
-0.996951219512195
8
2.3%
-0.9919969512195121
8
2.3%
-0.9912347560975608
7
2.0%
-0.9874237804878048
7
2.0%
-0.9878048780487804
7
2.0%
-0.9927591463414633
7
2.0%
SMALLEST VALUES
-0.9996189024390243
3
0.9%
-0.9992378048780487
1
0.3%
-0.9988567073170731
4
1.1%
-0.9984756097560975
2
0.6%
-0.9980945121951219
3
0.9%
-0.9977134146341463
5
1.4%
-0.9973323170731706
6
1.7%
-0.996951219512195
8
2.3%
-0.9965701219512194
9
2.6%
-0.9961890243902438
10
2.8%
-0.9958079268292682
14
4.0%
-0.9954268292682926
10
2.8%
-0.995045731707317
12
3.4%
-0.9946646341463414
11
3.1%
-0.9942835365853657
4
1.1%
LARGEST VALUES
-0.7949695121951219
1
0.3%
-0.9058689024390243
1
0.3%
-0.916920731707317
1
0.3%
-0.9371189024390243
1
0.3%
-0.9401676829268292
1
0.3%
-0.9462652439024389
1
0.3%
-0.9474085365853657
1
0.3%
-0.9535060975609755
1
0.3%
-0.9538871951219512
1
0.3%
-0.9565548780487804
1
0.3%
-0.9596036585365852
1
0.3%
-0.9599847560975608
1
0.3%
-0.9615091463414633
2
0.6%
-0.9641768292682926
1
0.3%
-0.9649390243902438
1
0.3%
TTPA_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
INR_MEAN
0.43
BILLIRUBIN_MEAN
0.14
FFA_MEAN
0.11
LINFOCITOS_MEAN
-0.09
DIMER_MEAN
-0.07
PH_VENOUS_MEAN
-0.07
BE_VENOUS_MEAN
-0.07
ALBUMIN_MEAN
-0.07
SODIUM_MEAN
-0.06
PCR_MEAN
0.06
LACTATE_MEAN
0.05
TGP_MEAN
-0.05
GGT_MEAN
0.05
PC02_VENOUS_MEAN
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.13
DISEASE GROUPING 5
0.08
DISEASE GROUPING 4
0.06
GENDER
0.06
P02_ARTERIAL_MEAN
0.06
PH_ARTERIAL_MEAN
0.06
BIC_ARTERIAL_MEAN
0.06
OTHER
0.06
IMMUNOCOMPROMISED
0.06
DISEASE GROUPING 1
0.06
DISEASE GROUPING 6
0.05
AGE_ABOVE65
0.04
HTN
0.04
ICU
0.04
MOST FREQUENT VALUES
-0.846632931101596
210
59.7%
-0.8310626702997275
8
2.3%
-0.8801089918256131
7
2.0%
-0.8583106267029973
7
2.0%
-0.8256130790190735
6
1.7%
-0.8365122615803814
6
1.7%
-0.776566757493188
5
1.4%
-0.891008174386921
5
1.4%
-0.8038147138964576
5
1.4%
-0.8528610354223433
5
1.4%
-0.8746594005449592
4
1.1%
-0.8147138964577656
4
1.1%
-0.8474114441416893
4
1.1%
-0.9019073569482289
4
1.1%
-0.9073569482288828
4
1.1%
SMALLEST VALUES
-0.9618528610354224
1
0.3%
-0.9564032697547684
1
0.3%
-0.9400544959128065
1
0.3%
-0.9346049046321525
1
0.3%
-0.9291553133514987
1
0.3%
-0.9237057220708447
3
0.9%
-0.9073569482288828
4
1.1%
-0.9019073569482289
4
1.1%
-0.896457765667575
3
0.9%
-0.891008174386921
5
1.4%
-0.885558583106267
2
0.6%
-0.8801089918256131
7
2.0%
-0.8746594005449592
4
1.1%
-0.8692098092643051
4
1.1%
-0.8637602179836512
3
0.9%
LARGEST VALUES
-0.438692098092643
1
0.3%
-0.6294277929155313
1
0.3%
-0.6403269754768393
1
0.3%
-0.6457765667574932
1
0.3%
-0.6512261580381472
1
0.3%
-0.6621253405994549
1
0.3%
-0.6948228882833787
1
0.3%
-0.7002724795640326
1
0.3%
-0.7111716621253406
3
0.9%
-0.7166212534059945
1
0.3%
-0.7220708446866485
3
0.9%
-0.7275204359673024
3
0.9%
-0.7384196185286104
2
0.6%
-0.7493188010899182
2
0.6%
-0.7547683923705722
2
0.6%
UREA_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CREATININ_MEAN
0.46
POTASSIUM_MEAN
0.20
GLUCOSE_MEAN
0.17
NEUTROPHILES_MEAN
0.17
LEUKOCYTES_MEAN
0.16
INR_MEAN
0.15
BLOODPRESSURE_DIASTOLIC_MEAN
-0.15
TEMPERATURE_MEAN
-0.13
FFA_MEAN
0.13
PCR_MEAN
0.13
PLATELETS_MEAN
-0.12
RESPIRATORY_RATE_MEAN
0.12
TGP_MEAN
0.11
BILLIRUBIN_MEAN
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.40
AGE_ABOVE65
0.35
GENDER
0.25
ICU
0.24
DISEASE GROUPING 4
0.20
HTN
0.20
P02_ARTERIAL_MEAN
0.17
DISEASE GROUPING 2
0.16
DISEASE GROUPING 5
0.15
SAT02_ARTERIAL_MEAN
0.15
PC02_ARTERIAL_MEAN
0.14
BE_ARTERIAL_MEAN
0.14
PH_ARTERIAL_MEAN
0.13
IMMUNOCOMPROMISED
0.12
MOST FREQUENT VALUES
-0.8795180722891567
43
12.2%
-0.8987951807228917
17
4.8%
-0.8650602409638555
15
4.3%
-0.874698795180723
12
3.4%
-0.9132530120481929
11
3.1%
-0.8939759036144579
11
3.1%
-0.9228915662650603
10
2.8%
-0.9277108433734941
10
2.8%
-0.9084337349397591
10
2.8%
-0.855421686746988
9
2.6%
-0.8698795180722892
9
2.6%
-0.9373493975903615
9
2.6%
-0.9036144578313253
9
2.6%
-0.8457831325301206
9
2.6%
-0.8409638554216868
9
2.6%
SMALLEST VALUES
-0.9710843373493977
1
0.3%
-0.9662650602409639
3
0.9%
-0.9566265060240965
4
1.1%
-0.9518072289156627
2
0.6%
-0.946987951807229
2
0.6%
-0.9421686746987953
1
0.3%
-0.9373493975903615
9
2.6%
-0.9325301204819277
4
1.1%
-0.9277108433734941
10
2.8%
-0.9228915662650603
10
2.8%
-0.9180722891566265
8
2.3%
-0.9132530120481929
11
3.1%
-0.9084337349397591
10
2.8%
-0.9036144578313253
9
2.6%
-0.8987951807228917
17
4.8%
LARGEST VALUES
-0.4120481927710844
1
0.3%
-0.455421686746988
1
0.3%
-0.5228915662650603
1
0.3%
-0.5566265060240965
1
0.3%
-0.5710843373493977
1
0.3%
-0.5855421686746989
1
0.3%
-0.6000000000000001
1
0.3%
-0.6240963855421687
1
0.3%
-0.6289156626506025
1
0.3%
-0.6337349397590362
1
0.3%
-0.6385542168674699
1
0.3%
-0.6433734939759037
3
0.9%
-0.6530120481927711
2
0.6%
-0.6963855421686748
1
0.3%
-0.7012048192771085
1
0.3%
DIMER_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CALCIUM_MEAN
-0.13
BLOODPRESSURE_DIASTOLIC_MEAN
-0.12
HEMOGLOBIN_MEAN
-0.10
HEMATOCRITE_MEAN
-0.10
LINFOCITOS_MEAN
-0.09
UREA_MEAN
0.09
SODIUM_MEAN
-0.08
PLATELETS_MEAN
-0.08
BLOODPRESSURE_SISTOLIC_MEAN
-0.07
TTPA_MEAN
-0.07
LEUKOCYTES_MEAN
-0.06
PC02_VENOUS_MEAN
-0.06
TGP_MEAN
-0.05
PATIENT_VISIT_IDENTIFIER
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.14
DISEASE GROUPING 5
0.11
HTN
0.08
AGE_ABOVE65
0.07
GENDER
0.05
DISEASE GROUPING 2
0.05
BLAST_MEAN
0.04
DISEASE GROUPING 4
0.03
ICU
0.03
DISEASE GROUPING 6
0.02
OTHER
0.02
P02_ARTERIAL_MEAN
0.02
PH_ARTERIAL_MEAN
0.02
PC02_ARTERIAL_MEAN
0.02
MOST FREQUENT VALUES
-0.9780287553482635
118
33.5%
-1.0
17
4.8%
-0.9838877539220598
2
0.6%
-0.9741741510233974
2
0.6%
-0.9862005165169795
2
0.6%
-0.9868172532089581
2
0.6%
-0.9838106618355625
2
0.6%
-0.9436456847704583
2
0.6%
-0.9882049107659099
2
0.6%
-0.987511081987434
2
0.6%
-0.9612226804918474
2
0.6%
-0.9643063639517403
2
0.6%
-0.9919053309177813
2
0.6%
-0.9953744748101607
2
0.6%
-0.9932158963882357
2
0.6%
SMALLEST VALUES
-1.0
17
4.8%
-0.9989978028755349
1
0.3%
-0.9987665266160428
1
0.3%
-0.9986894345295455
1
0.3%
-0.9985352503565509
1
0.3%
-0.9983810661835563
1
0.3%
-0.998303974097059
1
0.3%
-0.9980726978375669
1
0.3%
-0.9975330532320857
1
0.3%
-0.9971475927995991
1
0.3%
-0.9969934086266045
1
0.3%
-0.9969163165401072
1
0.3%
-0.9966079481941179
1
0.3%
-0.9962224877616312
1
0.3%
-0.9959912115021393
1
0.3%
LARGEST VALUES
1.0
1
0.3%
0.5132405658559149
1
0.3%
-0.2456539336237135
1
0.3%
-0.7233165015611147
1
0.3%
-0.7312569864703389
1
0.3%
-0.7580079404849092
1
0.3%
-0.765640057048144
1
0.3%
-0.7711135951894538
1
0.3%
-0.8480514975137802
1
0.3%
-0.8502871680222025
1
0.3%
-0.8557607061635123
1
0.3%
-0.8566087191149828
1
0.3%
-0.8621593493427899
1
0.3%
-0.8626219018617739
1
0.3%
-0.8628531781212658
1
0.3%
BLOODPRESSURE_DIASTOLIC_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_SISTOLIC_MEAN
0.55
HEMOGLOBIN_MEAN
0.17
HEMATOCRITE_MEAN
0.15
UREA_MEAN
-0.15
CALCIUM_MEAN
0.14
DIMER_MEAN
-0.12
INR_MEAN
-0.12
PLATELETS_MEAN
0.12
OXYGEN_SATURATION_MEAN
-0.11
HEART_RATE_MEAN
0.11
PATIENT_VISIT_IDENTIFIER
0.10
LINFOCITOS_MEAN
0.09
BIC_VENOUS_MEAN
0.08
TGO_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.26
PC02_ARTERIAL_MEAN
0.26
PH_ARTERIAL_MEAN
0.25
BIC_ARTERIAL_MEAN
0.25
AGE_PERCENTIL
0.23
ICU
0.20
AGE_ABOVE65
0.15
SAT02_ARTERIAL_MEAN
0.13
DISEASE GROUPING 1
0.11
IMMUNOCOMPROMISED
0.10
DISEASE GROUPING 2
0.10
GENDER
0.09
BE_ARTERIAL_MEAN
0.08
BLAST_MEAN
0.05
MOST FREQUENT VALUES
0.08641975308641969
46
13.1%
-0.1604938271604939
45
12.8%
-0.4074074074074074
19
5.4%
0.3333333333333335
15
4.3%
-0.0370370370370372
11
3.1%
0.03703703703703698
10
2.8%
-0.2839506172839505
9
2.6%
-0.01234567901234573
9
2.6%
0.01234567901234573
8
2.3%
-0.1111111111111112
8
2.3%
0.1358024691358026
8
2.3%
0.2098765432098766
8
2.3%
0.1604938271604937
7
2.0%
-0.06172839506172845
7
2.0%
-0.08641975308641969
6
1.7%
SMALLEST VALUES
-0.654320987654321
3
0.9%
-0.6296296296296298
1
0.3%
-0.5802469135802468
1
0.3%
-0.5720164609053497
1
0.3%
-0.5555555555555556
1
0.3%
-0.5308641975308643
4
1.1%
-0.51440329218107
1
0.3%
-0.5061728395061729
1
0.3%
-0.4897119341563787
1
0.3%
-0.4814814814814814
1
0.3%
-0.4567901234567902
2
0.6%
-0.4320987654320989
3
0.9%
-0.4074074074074074
19
5.4%
-0.3991769547325104
1
0.3%
-0.3909465020576133
1
0.3%
LARGEST VALUES
1.0
1
0.3%
0.9012345679012346
1
0.3%
0.6049382716049383
1
0.3%
0.5802469135802468
3
0.9%
0.5555555555555554
1
0.3%
0.5308641975308643
1
0.3%
0.5061728395061729
1
0.3%
0.4814814814814814
2
0.6%
0.4567901234567899
3
0.9%
0.4320987654320985
2
0.6%
0.4074074074074074
1
0.3%
0.3991769547325101
1
0.3%
0.382716049382716
1
0.3%
0.3580246913580245
2
0.6%
0.3497942386831276
1
0.3%
BLOODPRESSURE_SISTOLIC_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BLOODPRESSURE_DIASTOLIC_MEAN
0.55
OXYGEN_SATURATION_MEAN
-0.20
RESPIRATORY_RATE_MEAN
0.19
BIC_VENOUS_MEAN
0.11
FFA_MEAN
-0.10
BILLIRUBIN_MEAN
-0.10
GGT_MEAN
-0.09
TGO_MEAN
-0.09
PC02_VENOUS_MEAN
0.09
BE_VENOUS_MEAN
0.09
HEMATOCRITE_MEAN
-0.08
INR_MEAN
-0.08
PATIENT_VISIT_IDENTIFIER
0.07
DIMER_MEAN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.33
P02_ARTERIAL_MEAN
0.26
PH_ARTERIAL_MEAN
0.26
BIC_ARTERIAL_MEAN
0.26
PC02_ARTERIAL_MEAN
0.25
AGE_ABOVE65
0.22
HTN
0.20
DISEASE GROUPING 5
0.17
DISEASE GROUPING 3
0.14
DISEASE GROUPING 1
0.11
SAT02_ARTERIAL_MEAN
0.10
ICU
0.08
GENDER
0.06
IMMUNOCOMPROMISED
0.05
MOST FREQUENT VALUES
-0.5384615384615383
31
8.8%
-0.3846153846153846
27
7.7%
-0.2307692307692308
24
6.8%
-0.07692307692307665
20
5.7%
-0.6923076923076923
16
4.5%
0.0769230769230771
13
3.7%
-0.3076923076923077
10
2.8%
-0.4615384615384615
7
2.0%
-0.6307692307692307
6
1.7%
-0.2923076923076922
6
1.7%
-0.5538461538461539
6
1.7%
-0.4461538461538461
6
1.7%
-0.523076923076923
6
1.7%
-0.3692307692307693
5
1.4%
-0.1692307692307691
5
1.4%
SMALLEST VALUES
-0.9384615384615385
1
0.3%
-0.8461538461538463
5
1.4%
-0.8153846153846154
1
0.3%
-0.8102564102564103
1
0.3%
-0.8
1
0.3%
-0.7846153846153845
2
0.6%
-0.7692307692307692
1
0.3%
-0.7538461538461538
3
0.9%
-0.7384615384615385
1
0.3%
-0.7230769230769232
1
0.3%
-0.6923076923076923
16
4.5%
-0.6854700854700855
1
0.3%
-0.676923076923077
1
0.3%
-0.6615384615384614
1
0.3%
-0.6461538461538461
1
0.3%
LARGEST VALUES
1.0
2
0.6%
0.6769230769230772
1
0.3%
0.5538461538461541
1
0.3%
0.476923076923077
1
0.3%
0.4102564102564101
1
0.3%
0.3999999999999999
1
0.3%
0.3846153846153846
1
0.3%
0.3435897435897437
1
0.3%
0.3230769230769233
1
0.3%
0.2769230769230768
1
0.3%
0.2615384615384615
1
0.3%
0.2461538461538462
1
0.3%
0.2307692307692308
2
0.6%
0.2153846153846155
1
0.3%
0.2000000000000002
1
0.3%
HEART_RATE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
TEMPERATURE_MEAN
0.27
NEUTROPHILES_MEAN
0.20
HEMATOCRITE_MEAN
0.18
LEUKOCYTES_MEAN
0.18
HEMOGLOBIN_MEAN
0.18
OXYGEN_SATURATION_MEAN
-0.17
RESPIRATORY_RATE_MEAN
0.16
BILLIRUBIN_MEAN
0.12
BLOODPRESSURE_DIASTOLIC_MEAN
0.11
P02_VENOUS_MEAN
0.11
CALCIUM_MEAN
0.10
PCR_MEAN
0.09
BIC_VENOUS_MEAN
-0.08
INR_MEAN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.27
PH_ARTERIAL_MEAN
0.27
AGE_PERCENTIL
0.26
BIC_ARTERIAL_MEAN
0.26
PC02_ARTERIAL_MEAN
0.24
AGE_ABOVE65
0.22
SAT02_ARTERIAL_MEAN
0.14
BE_ARTERIAL_MEAN
0.10
OTHER
0.10
HTN
0.08
BLAST_MEAN
0.06
DISEASE GROUPING 5
0.05
DISEASE GROUPING 3
0.05
ICU
0.05
MOST FREQUENT VALUES
-0.2641509433962266
14
4.0%
-0.3018867924528303
12
3.4%
-0.4528301886792454
12
3.4%
-0.1509433962264153
10
2.8%
-0.03773584905660399
10
2.8%
-0.188679245283019
10
2.8%
-0.3962264150943398
10
2.8%
-0.4150943396226416
10
2.8%
-0.2830188679245285
10
2.8%
-0.1320754716981134
9
2.6%
-0.4716981132075473
9
2.6%
-0.2264150943396228
8
2.3%
-0.3396226415094341
8
2.3%
-0.3207547169811322
8
2.3%
-0.3773584905660379
8
2.3%
SMALLEST VALUES
-0.8301886792452831
1
0.3%
-0.8207547169811321
1
0.3%
-0.8113207547169812
2
0.6%
-0.8018867924528302
1
0.3%
-0.7830188679245284
1
0.3%
-0.7547169811320755
1
0.3%
-0.7358490566037736
1
0.3%
-0.679245283018868
2
0.6%
-0.6603773584905661
3
0.9%
-0.6415094339622642
3
0.9%
-0.6352201257861636
1
0.3%
-0.6226415094339623
2
0.6%
-0.6037735849056605
3
0.9%
-0.5943396226415096
2
0.6%
-0.5849056603773586
5
1.4%
LARGEST VALUES
0.9056603773584904
1
0.3%
0.6603773584905661
1
0.3%
0.6037735849056602
1
0.3%
0.5849056603773581
2
0.6%
0.5660377358490565
1
0.3%
0.5345911949685531
1
0.3%
0.5094339622641506
1
0.3%
0.4842767295597485
1
0.3%
0.3962264150943393
1
0.3%
0.3396226415094339
3
0.9%
0.3207547169811318
2
0.6%
0.3081761006289305
1
0.3%
0.3018867924528301
3
0.9%
0.283018867924528
1
0.3%
0.2641509433962264
1
0.3%
RESPIRATORY_RATE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
OXYGEN_SATURATION_MEAN
-0.29
BLOODPRESSURE_SISTOLIC_MEAN
0.19
PCR_MEAN
0.17
HEART_RATE_MEAN
0.16
TEMPERATURE_MEAN
0.13
UREA_MEAN
0.12
SODIUM_MEAN
-0.12
NEUTROPHILES_MEAN
0.11
POTASSIUM_MEAN
0.10
LEUKOCYTES_MEAN
0.10
HEMOGLOBIN_MEAN
-0.07
CALCIUM_MEAN
-0.07
HEMATOCRITE_MEAN
-0.06
BE_VENOUS_MEAN
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.30
P02_ARTERIAL_MEAN
0.24
PC02_ARTERIAL_MEAN
0.24
PH_ARTERIAL_MEAN
0.23
BIC_ARTERIAL_MEAN
0.22
ICU
0.21
DISEASE GROUPING 5
0.12
HTN
0.12
GENDER
0.11
SAT02_ARTERIAL_MEAN
0.11
AGE_ABOVE65
0.10
BE_ARTERIAL_MEAN
0.10
DISEASE GROUPING 1
0.09
IMMUNOCOMPROMISED
0.06
MOST FREQUENT VALUES
-0.5254237288135593
69
19.6%
-0.5932203389830508
57
16.2%
-0.4576271186440679
50
14.2%
-0.3898305084745763
29
8.2%
-0.6610169491525424
27
7.7%
-0.2542372881355932
14
4.0%
-0.728813559322034
11
3.1%
-0.1864406779661016
8
2.3%
-0.3220338983050848
7
2.0%
-0.1186440677966101
5
1.4%
-0.5593220338983051
5
1.4%
-0.9322033898305084
4
1.1%
-0.05084745762711873
3
0.9%
-0.4124293785310733
3
0.9%
-0.5480225988700564
3
0.9%
SMALLEST VALUES
-0.9548022598870057
1
0.3%
-0.9322033898305084
4
1.1%
-0.7966101694915254
2
0.6%
-0.728813559322034
11
3.1%
-0.7062146892655368
1
0.3%
-0.6949152542372881
2
0.6%
-0.6610169491525424
27
7.7%
-0.6459510357815443
1
0.3%
-0.633898305084746
1
0.3%
-0.6271186440677967
2
0.6%
-0.615819209039548
2
0.6%
-0.5932203389830508
57
16.2%
-0.5796610169491525
1
0.3%
-0.5706214689265539
3
0.9%
-0.5593220338983051
5
1.4%
LARGEST VALUES
0.830508474576271
2
0.6%
0.5593220338983051
1
0.3%
0.423728813559322
1
0.3%
0.3559322033898307
1
0.3%
0.2881355932203389
1
0.3%
0.152542372881356
2
0.6%
0.1073446327683616
1
0.3%
0.0847457627118644
2
0.6%
0.06214689265536721
1
0.3%
0.03050847457627115
1
0.3%
0.01694915254237284
3
0.9%
-0.05084745762711873
3
0.9%
-0.06779661016949157
1
0.3%
-0.1186440677966101
5
1.4%
-0.152542372881356
1
0.3%
TEMPERATURE_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
HEART_RATE_MEAN
0.27
OXYGEN_SATURATION_MEAN
-0.21
PCR_MEAN
0.18
LINFOCITOS_MEAN
-0.17
UREA_MEAN
-0.13
RESPIRATORY_RATE_MEAN
0.13
PH_VENOUS_MEAN
0.12
PLATELETS_MEAN
-0.12
POTASSIUM_MEAN
-0.11
CALCIUM_MEAN
-0.10
LACTATE_MEAN
-0.09
FFA_MEAN
-0.09
SODIUM_MEAN
-0.09
PC02_VENOUS_MEAN
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
AGE_PERCENTIL
0.14
GENDER
0.14
HTN
0.13
BLAST_MEAN
0.12
P02_ARTERIAL_MEAN
0.11
PH_ARTERIAL_MEAN
0.11
BIC_ARTERIAL_MEAN
0.10
DISEASE GROUPING 3
0.10
ICU
0.09
AGE_ABOVE65
0.09
PC02_ARTERIAL_MEAN
0.08
SAT02_ARTERIAL_MEAN
0.08
BE_ARTERIAL_MEAN
0.08
OTHER
0.06
MOST FREQUENT VALUES
-0.1071428571428559
33
9.4%
0.25
30
8.5%
0.1071428571428577
18
5.1%
0.1785714285714288
15
4.3%
-0.07142857142857117
15
4.3%
0.07142857142857117
15
4.3%
0.0
14
4.0%
-0.2142857142857135
14
4.0%
-0.0357142857142847
13
3.7%
0.03571428571428648
11
3.1%
0.1428571428571441
10
2.8%
0.2857142857142865
9
2.6%
0.2142857142857135
9
2.6%
0.3571428571428559
8
2.3%
-0.1428571428571423
8
2.3%
SMALLEST VALUES
-0.5714285714285694
1
0.3%
-0.5
1
0.3%
-0.4642857142857135
3
0.9%
-0.3452380952380931
1
0.3%
-0.3392857142857135
1
0.3%
-0.3333333333333321
1
0.3%
-0.3214285714285712
3
0.9%
-0.2857142857142847
6
1.7%
-0.2499999999999982
3
0.9%
-0.2321428571428541
1
0.3%
-0.2261904761904763
1
0.3%
-0.2142857142857135
14
4.0%
-0.1964285714285712
2
0.6%
-0.1857142857142851
1
0.3%
-0.1785714285714288
8
2.3%
LARGEST VALUES
0.9642857142857153
1
0.3%
0.9285714285714288
1
0.3%
0.821428571428573
3
0.9%
0.7857142857142865
2
0.6%
0.75
2
0.6%
0.7142857142857135
1
0.3%
0.702380952380949
1
0.3%
0.6857142857142886
1
0.3%
0.6785714285714306
2
0.6%
0.6500000000000004
1
0.3%
0.6428571428571441
2
0.6%
0.6071428571428577
2
0.6%
0.5714285714285712
4
1.1%
0.5476190476190492
1
0.3%
0.5357142857142883
2
0.6%
OXYGEN_SATURATION_MEAN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
RESPIRATORY_RATE_MEAN
-0.29
TEMPERATURE_MEAN
-0.21
BLOODPRESSURE_SISTOLIC_MEAN
-0.20
HEART_RATE_MEAN
-0.17
PCR_MEAN
-0.12
BLOODPRESSURE_DIASTOLIC_MEAN
-0.11
CALCIUM_MEAN
0.09
LINFOCITOS_MEAN
0.06
SODIUM_MEAN
0.04
FFA_MEAN
0.04
ALBUMIN_MEAN
0.04
BE_VENOUS_MEAN
0.04
PLATELETS_MEAN
0.03
HEMATOCRITE_MEAN
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
P02_ARTERIAL_MEAN
0.68
PH_ARTERIAL_MEAN
0.68
BIC_ARTERIAL_MEAN
0.67
PC02_ARTERIAL_MEAN
0.64
SAT02_ARTERIAL_MEAN
0.31
AGE_PERCENTIL
0.17
BE_ARTERIAL_MEAN
0.15
DISEASE GROUPING 3
0.15
ICU
0.15
GENDER
0.12
AGE_ABOVE65
0.11
BLAST_MEAN
0.05
OTHER
0.05
DISEASE GROUPING 5
0.04
MOST FREQUENT VALUES
0.7894736842105257
59
16.8%
0.7368421052631575
45
12.8%
0.8421052631578938
44
12.5%
0.6842105263157885
38
10.8%
0.8947368421052628
30
8.5%
0.6315789473684204
18
5.1%
0.5789473684210522
16
4.5%
0.947368421052631
13
3.7%
0.5263157894736832
7
2.0%
0.473684210526315
5
1.4%
0.8157894736842097
5
1.4%
0.9999999999999991
5
1.4%
0.7105263157894735
4
1.1%
0.6491228070175428
4
1.1%
0.7543859649122799
4
1.1%
SMALLEST VALUES
-1.0
1
0.3%
-0.05263157894736903
1
0.3%
0.1578947368421044
1
0.3%
0.3157894736842097
1
0.3%
0.3684210526315788
1
0.3%
0.473684210526315
5
1.4%
0.5087719298245608
1
0.3%
0.5263157894736832
7
2.0%
0.5526315789473681
1
0.3%
0.5789473684210522
16
4.5%
0.5894736842105255
1
0.3%
0.5964912280701746
1
0.3%
0.6140350877192979
1
0.3%
0.6315789473684204
18
5.1%
0.6421052631578945
1
0.3%
LARGEST VALUES
0.9999999999999991
5
1.4%
0.947368421052631
13
3.7%
0.9356725146198821
1
0.3%
0.9298245614035086
2
0.6%
0.9210526315789469
3
0.9%
0.9122807017543852
2
0.6%
0.8947368421052628
30
8.5%
0.8684210526315779
3
0.9%
0.8596491228070162
2
0.6%
0.8552631578947363
2
0.6%
0.852631578947368
1
0.3%
0.8421052631578938
44
12.5%
0.8333333333333321
1
0.3%
0.8289473684210522
1
0.3%
0.8245614035087714
4
1.1%